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Guidelines| Volume 15, ISSUE 3, P192-217, May 2021

SCCT 2021 Expert Consensus Document on Coronary Computed Tomographic Angiography: A Report of the Society of Cardiovascular Computed Tomography

Published:November 19, 2020DOI:https://doi.org/10.1016/j.jcct.2020.11.001

      1. Introduction: scope of the document

      Cardiac computed tomography (CT) has changed rapidly since the last major guideline from SCCT.
      • Abbara S.
      • Arbab-Zadeh A.
      • Callister T.Q.
      • et al.
      SCCT guidelines for performance of coronary computed tomographic angiography: a report of the Society of Cardiovascular Computed Tomography Guidelines Committee.
      While there have been significant advances in technology, the most gratifying part has been the development of a robust evidence base for the use of cardiac CT in diagnoses of heart disease, prognostication and modulating therapy (both medical and interventional). Such a systematic development of knowledge base has not been the usual practice for any other imaging modality before widespread clinical acceptance in the past. It is no surprise that major guideline bodies have started to endorse incorporation of cardiac CT more definitively than before, and some, like the NICE guidelines in the UK,
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      have even given it first line status. While CTA has been shown to be very good for prognosticating risk, excluding significant coronary artery disease (CAD) in stable patients with chest pain and has high sensitivity for the identification of significant coronary stenoses, it is somewhat less robust in specificity and positive predictive accuracy, leading to the development of value added CT angiography (CTA) strategies like fractional flow reserve derived from CT (CT-FFR) and CT perfusion (CTP); these have arrived into the clinical arena since the last guidelines and, more importantly, have produced a large volume of scientific data showing significant clinical utility. Finally, some questions that often arise in regular clinical practice lack robust trial based evidence and a considered expert opinion might help the clinician make appropriate decisions in everyday practice. It is thus clear that an updated scholarly compendium of recent data is needed to bridge the knowledge gap since the last iteration of the SCCT guideline documents. This SCCT consensus statement summarizes current evidence, updates previous recommendations, addresses key questions regarding the use of CTA in multiple different cardiac scenarios and brings together the collective corpus of literature in the form of definitive recommendations. CTA in acute coronary syndromes will be presented in a separate document. The Expert Consensus recommendations are summarized in Table 1 and Fig. 1.
      Fig. 1
      Fig. 1Central Illustration Role of CTA in chronic CAD. Also please see .

      2. Evidence base

      2.1 Diagnostic accuracy

      2.1.1 Introduction

      Since the recognition that coronary artery stenoses can produce chest pain, the imperative has been to identify through non-invasive testing both the patients whose chest pain is ischemic in etiology, and, with a view towards revascularization, the arteries and specific stenoses that are responsible for the ischemia. To fulfill this need, testing has evolved from simple exercise treadmill test (ETT) to (a) Measures estimating myocardial blood flow changes: myocardial perfusion imaging by single photon emission computed tomography (SPECT), positron emission tomography (PET), magnetic resonance imaging (MRI), (b) Measures detecting the functional consequence of reduced myocardial blood flow: stress echocardiography (SE), (c) Anatomic Imaging: CTA, and finally (d). Combination of anatomic coronary imaging coupled with physiology or perfusion: CTA derived fractional flow reserve (FFRCT) and CTP. How these modalities compare with each other has important implications for diagnostic strategies.
      The gold standard for determining ischemia has also evolved from percent diameter stenosis (DS) on invasive coronary angiography (ICA) to more physiologic measures, such as invasive fractional flow reserve (FFR) that better reflect coronary blood flow and inducible ischemia. Using DS as a reference standard often provides an inaccurate assessment of ischemia. For instance, when compared to invasive FFR ≤0.80, the sensitivity of ICA is 69%, and the specificity is 67%.
      • Danad I.
      • Szymonifka J.
      • Twisk J.W.R.
      • et al.
      Diagnostic performance of cardiac imaging methods to diagnose ischaemia-causing coronary artery disease when directly compared with fractional flow reserve as a reference standard: a meta-analysis.
      Although invasive FFR was initially validated by functional noninvasive testing (SPECT and SE), this method has become a universally accepted gold standard by virtue of its strong association with outcomes.
      • Tonino P.A.
      • De Bruyne B.
      • Pijls N.H.
      • et al.
      Fractional flow reserve versus angiography for guiding percutaneous coronary intervention.
      • van Nunen L.X.
      • Zimmermann F.M.
      • Tonino P.A.
      • et al.
      Fractional flow reserve versus angiography for guidance of PCI in patients with multivessel coronary artery disease (FAME): 5-year follow-up of a randomised controlled trial.
      • Zimmermann F.M.
      • Ferrara A.
      • Johnson N.P.
      • et al.
      Deferral vs. performance of percutaneous coronary intervention of functionally non-significant coronary stenosis: 15-year follow-up of the DEFER trial.
      Nonetheless, %DS continues to be used much more often than invasive FFR before percutaneous coronary intervention (PCI), - In the ALKK Registry in Germany, FFR was performed in only 3.3% of 40,160 patients undergoing ad hoc PCI from 2010 to 2013.
      • Harle T.
      • Zeymer U.
      • Hochadel M.
      • et al.
      Real-world use of fractional flow reserve in Germany: results of the prospective ALKK coronary angiography and PCI registry.
      There has been an increase in invasive FFR use in the US, from 8.1% in 2010 to 30.8% in 2014, in a registry of 397,737 patients undergoing nonacute PCI.
      • Desai N.R.
      • Bradley S.M.
      • Parzynski C.S.
      • et al.
      Appropriate use criteria for coronary revascularization and trends in utilization, patient selection, and appropriateness of percutaneous coronary intervention.
      Consequently, the non-invasive imaging modalities will be compared to both %DS and FFR. The best level of evidence is provided by meta-analyses, which will serve as the basis for comparisons, with the exception of 2 recent single center studies not included in meta-analyses. The meta-analyses included patients with and without confirmed CAD and did not draw distinctions between them.

      2.1.2 Diagnostic performance of functional imaging and CTA compared to >50% diameter stenosis by ICA

      The National Cardiovascular Data Registry
      • Patel M.R.
      • Dai D.
      • Hernandez A.F.
      • et al.
      Prevalence and predictors of nonobstructive coronary artery disease identified with coronary angiography in contemporary clinical practice.
      suggested that functional testing is suboptimal for detecting significant coronary stenoses. Of the 661,063 patients undergoing elective catheterization, 64% had testing before the invasive coronary angiogram (ICA); of those, only 51.9% were abnormal. The percentages of patients with <50% DS on subsequent ICA ranged from 55 to 56% after an abnormal exercise treadmill test (ETT), stress echocardiography (SE), single photon emission computed tomography (SPECT) and magnetic resonance imaging (MRI); for resting CTA, the percentage was 30%. In the oldest report, Fleischmann et al. evaluated 5874 patients in 41 studies from 1990 to 1997, and reported sensitivity and specificity of 85% and 77% for SE and 87% and 64% for SPECT, with 52% and 71% for exercise ECG.
      • Fleischmann K.E.
      • Hunink M.G.
      • Kuntz K.M.
      • Douglas P.S.
      Exercise echocardiography or exercise SPECT imaging? A meta-analysis of diagnostic test performance.
      DeJong et al. (Table 2A), in a meta-analysis of 5088 patients in 51 studies from 2000 to 2011 evaluated MRI, SE and SPECT with >50%DS by ICA as reference.
      • de Jong M.C.
      • Genders T.S.
      • van Geuns R.J.
      • Moelker A.
      • Hunink M.G.
      Diagnostic performance of stress myocardial perfusion imaging for coronary artery disease: a systematic review and meta-analysis.
      MRI was the most sensitive and specific (91% and 80%), with SE (87% and 72%) and SPECT (83% and 77%) roughly similar. Jaarsma et al. (Table 2B ), reported on SPECT, MRI and positron emission tomography (PET) in 141 per-patient studies and 70 per-vessel studies.
      • Jaarsma C.
      • Leiner T.
      • Bekkers S.C.
      • et al.
      Diagnostic performance of noninvasive myocardial perfusion imaging using single-photon emission computed tomography, cardiac magnetic resonance, and positron emission tomography imaging for the detection of obstructive coronary artery disease: a meta-analysis.
      Per-patient diagnostic odds ratio (DOR) was highest for PET (36.47) followed by MRI (26.42) and SPECT (16.31). In per-vessel analysis, PET and MRI were equal (24.74 and 24.11), while SPECT was lowest (11.75). In a meta-analysis limited to 26 studies in which CTA was compared to either ETT or SPECT in the same group of patients, Nielsen et al.
      • Nielsen L.H.
      • Ortner N.
      • Norgaard B.L.
      • Achenbach S.
      • Leipsic J.
      • Abdulla J.
      The diagnostic accuracy and outcomes after coronary computed tomography angiography vs. conventional functional testing in patients with stable angina pectoris: a systematic review and meta-analysis.
      (Table 2C) reported CTA sensitivities of 95–99%, specificities of 68–93% and DOR of 128–728. Corresponding ranges for ETT were 65–70%, 24–60% and 0.7–4 and for SPECT were 67–73%, 48–52% and 2–4. It is important to understand that available meta-analyses are also challenged by the small numbers of patients in some of the individual reports, potential referral bias, and often include a mixture of newer and older technology (e.g., planar and SPECT imaging). Finally, in a paper published too recently for meta-analysis inclusion, 391 symptomatic patients, 52% with intermediate and 46% with high risk pre-test probability, who were scheduled for ICA, underwent both CTA and SPECT with >50%DS by ICA as reference.
      • Arbab-Zadeh A.
      • Di Carli M.F.
      • Cerci R.
      • et al.
      Accuracy of computed tomographic angiography and single-photon emission computed tomography-acquired myocardial perfusion imaging for the diagnosis of coronary artery disease.
      Sensitivity, specificity, positive and negative predictive values were 0.92, 0.75, 0.84 and 0.87 for CTA and 0.62, 0.68, 0.74 and 0.55 for SPECT. AUC was significantly higher for CTA (0.91 versus 0.69, p < 0.001.
      Table 1SCCT coronary CTA expert consensus recommendations.
      Evaluation of Stable Coronary Artery Disease: Coronary CTA in Native Vessels
      • It is appropriate to perform CTA as the first line test for evaluating patients with no known CAD who present with stable typical or atypical chest pain, or other symptoms which are thought to represent a possible anginal equivalent (e.g., dyspnea on exertion, jaw pain).
      • It is appropriate to perform CTA as a first line test for evaluating patients with known CAD who present with stable typical or atypical chest pain, or other symptoms which are thought to represent a possible anginal equivalent (e.g., dyspnea on exertion, jaw pain).
      • It is appropriate to perform coronary CTA following a non-conclusive functional test, in order to obtain more precision regarding diagnosis and prognosis, if such information will influence subsequent patient management.
      • It is recommended to perform CTA as the first line test when considering evaluation for revascularization strategies using the ISCHEMIA Trial.
      • It may be appropriate to perform CTA in selected asymptomatic high risk individuals, especially in those who have a higher likelihood of having a large amount of non-calcified plaque
      • It is rarely appropriate to perform coronary CTA in very low risk symptomatic patients, e.g., <40 years of age with non-cardiac symptoms (chest wall pain, pleuritic chest pain).
      • It is rarely appropriate to perform CTA in low- and intermediate risk asymptomatic patients.
      Evaluation of Stable Coronary Artery Disease: Coronary CTA Post Revascularization
      • It is appropriate to perform coronary CTA in symptomatic patients with intracoronary stent diameter ≥3.0 mm. Measures to improve accuracy of stent imaging should be utilized, to include strict heart rate control (goal <60 bpm), iterative reconstruction, sharp kernel reconstruction, and mono-energetic reconstructions (when available). Protocols to optimize stent imaging should be developed and followed.
      • It may be appropriate to perform coronary CTA in symptomatic patients with stents <3.0 mm, especially those known to have thin stent struts (<100 μm) in proximal, non-bifurcation locations.
      • It is appropriate to perform CTA for evaluation of patients with prior CABG, particularly if graft patency is the primary objective.
      • It is appropriate to perform CTA to visualize grafts and other structures prior to re-do cardiac surgery.
      Evaluation of Stable Coronary Artery Disease: Coronary CTA with FFR or CTP
      • It may be appropriate to perform CT derived FFR and CT myocardial perfusion Imaging to evaluate the functional significance of intermediate stenoses on CTA (30–90% diameter stenosis) particularly in the setting of multivessel disease to help guide ICA referral and revascularization treatment planning. LM stenosis≥50% and severe triple vessel disease should undergo invasive coronary angiography.
      • Adding FFRCT and stress-CTP to CTA increases specificity, positive predictive value, and diagnostic accuracy over regular CTA.
      • FFRCT and stress-CTP may be largely comparable in diagnostic utility. CTP is a potentially valuable alternative particularly when CT-FFR is technically difficult (e.g., suboptimal CTA quality, prior revascularization).
      Evaluation of Stable Coronary Artery Disease: Coronary CTA in Other Conditions
      • It is appropriate to perform CTA for coronary artery evaluation prior to noncoronary cardiac surgery as an equivalent alternative to invasive angiography in selected patients, e.g., low-intermediate probability of CAD, younger patients with primarily non-degenerative valvular conditions.
      • CTA may be considered an appropriate alternative to other noninvasive tests for evaluation of selected patients prior to noncardiac surgery.
      • It is appropriate to perform CTA to exclude coronary artery disease in patients with suspected non-ischemic cardiomyopathy.
      • It may be appropriate to perform late enhancement CT imaging to detect infiltrative heart disease or scar in selected patients who have non-ischemic or ischemic cardiomyopathy and who cannot undergo cardiac MRI. Such imaging may be performed if it has the potential to impact the diagnosis and/or treatment (e.g. planning for ablation therapy).
      • It may be appropriate to perform CTA as an alternative to invasive coronary angiography for the screening of patients for coronary allograft vasculopathy in selected clinical practice settings.
      • It is appropriate to perform CTA for the evaluation of coronary anomalies.
      • It is appropriate to EKG gate aortic dissection and aneurysm CTA, as well as pulmonary embolus studies in men >45 years and women >55 years, and analyze and report the coronary arteries.
      • CTA with a limited delayed image (60–90 sec) is an appropriate alternative to TEE when the primary aim is to exclude LA/LAA thrombus and in patients where the risks associated with TEE outweigh the benefits. In all situations CTA and TEE should be discussed with the patient in the setting of shared decision making.
      • It may be appropriate to perform late enhancement CT imaging for the evaluation of myocardial viability in selected patients who cannot undergo cardiac MRI. Such imaging may be performed if it has the potential to impact the diagnosis and/or treatment (e.g. planning for revascularization).
      Reporting on CTA: Coronary and Non Coronary Information
      • The CAD-RADs reporting is recommended.
      • It is appropriate to report prior myocardial infarction when its features are evident on CTA.
      • It is appropriate to report remote myocardial infarction when fatty metaplasia or calcification within an area of infarction are present.
      Table 2Meta-analyses of the diagnostic performance of functional imaging and CCTA with ICA >50%DS as reference standard
      Reprinted with permission of Oxford Academic from Hecht et al. Eur Heart J 2019:40;1440–1453
      .
      A. MRI, SE and SPECT
      SensitivitySpecificityPLRNLRDOR
      MRIOverall91%80%4.430.1237.69
      (n = 2970)Suspected90%86%6.610.1254.70
      CAD>50%89%79%4.250.1331.84
      CAD>70%91%82%4.970.1146
      SEOverall87%72%3.080.1816.94
      (n = 795)Suspected88%89%8.350.1362.76
      CAD>50%86%74%3.280.1917.59
      CAD>70%90%65%2.580.1517.04
      SPECTOverall83%77%3.560.2215.84
      (n = 1323)Suspected83%79%3.880.2118.15
      CAD>50%81%81%4.150.2417.24
      CAD>70%85%66%2.530.2211.42
      B. SPECT, MRI and PET
      No. of studiesSensitivitySpecificityDOR
      Patient
      SPECT10588%61%15.31
      MRI2789%76%26.42
      PET1184%81%36.47
      Territory
      SPECT4669%79%11.75
      MRI1784%83%24.11
      PET777%88%24.74
      C. CCTA, XECG and SPECT
      No. studiesSensitivitySpecificityPPVNPVDOR
      CCTA vs ETT7
       CTA98%87%8597.5221
       ETT67%46%41722
      CCTA vs ETT5
      (ICA in all)
       CCTA99%88%89%99%728
       ETT68%39%50%51%1.2
      CCTA vs ETT4
      (inconclusive excluded)
       CCTA98%68%75%97%128
       ETT70%60%49.5%78%4
      CCTA vs ETT3
      (intention to diagnose)
       CCTA95%93%93%96%192
       ETT65%24%32%55%0.7
      CCTA vs SPECT5
       CCTA99%71%91%95.5%172
       SPECT73%48%80%33%2
      CCTA vs SPECT2
      (ICA in all)
       CCTA99%74%91%96%228
       SPECT67%52%78%38%
      Abbreviations: AUC = area under receiver operator characteristic curve, CAD = coronary artery disease.
      DOR = diagnostic odds ratio, CTA = coronary computed tomographic angiography, MRI = stress magnetic resonance imaging, NLR = negative likelihood ratio, NPV = negative predictive value, PET = positron emission tomography, PLR = positive likelihood ratio, PPV = positive predictive value, SE = stress echocardiography, SPECT = single photon emission computed tomography myocardial perfusion imaging, XECG = exercise electrocardiogram.
      a Reprinted with permission of Oxford Academic from Hecht et al. Eur Heart J 2019:40;1440–1453

      2.1.3 Diagnostic performance of functional imaging and CTA compared to FFR

      There have been several recent meta-analyses of the correlation between noninvasive testing and Invasive FFR ≤0.80. Takx et al.
      • Takx R.A.
      • Blomberg B.A.
      • El Aidi H.
      • et al.
      Diagnostic accuracy of stress myocardial perfusion imaging compared to invasive coronary angiography with fractional flow reserve meta-analysis.
      (Table 3A) compared multiple myocardial perfusion imaging modalities to FFR in 2048 patients and 4721 vessels in 37 studies. They reported the highest areas under the receiver operator characteristic curve (AUC) per patient for CTP (0.93), PET (0.93) and MRI (0.94) compared to SPECT (0.82) and SE (0.83). Similarly, the highest per vessel sensitivities were for MRI (89%), CTP (88%) and PET (84%) compared to SE (69%) and SPECT (74%). Specificities were similar for all modalities, ranging from 79% for SPECT to 87% for PET, with 80% for CTP and 84% for SE and MRI.
      Table 3Meta-analyses of the diagnostic performance of functional imaging and CCTA with FFR ≤0.80 as reference standard
      Reprinted with permission of Oxford Academic from Hecht et al. Eur Heart J 2019:40;1440–1453.
      .
      A. CTP, SPECT, SE, MRI, PET
      Index testNSensitivitySpecificityPLRNLRAUC
       Patients
      CTP31688%80%3.790.120.93
      SPECT53374%79%3.130.390.82
      SE17769%84%3.680.420.83
      MRI79889%84%6.290.140.94
      PET22484%87%6.530.140.93
      Vessels
      CTP107478%86%5.740.220.91
      SPECT92481%84%3.760.470.83
      SENA
      MRI183083%89%8.270.160.95
      PET87083%89%7.430.150.95
      B. CCTA, SE, FFRCT, ICA, MRI, and SPECT
      Index testNSensitivitySpecificityPLRNLRDORAUC
       Patients
      CCTA69490%39%1.540.226.910.57
      FFRCT60990%78%3.340.1621.940.94
      SPECT11070%78%3.400.409.060.79
      SE11577%75%3.000.349.510.82
      MRI7090%94%10.310.1292.150.94
      ICA95469%67%2.520.465.460.79
       Vessels
      CCTA208591%51%2.090.1713.150.85
      FFRCT105083%78%4.020.2219.150.92
      SPECT47057%75%2.340.554.720.74
      SENA
      MRI37191%85%6.160.1173.530.97
      ICA319671%66%2.260.455.340.76
      C. CMR, FFRCT, CTP, DSE, PET and SPECT
      Index testNSensitivitySpecificityPLRNLRDORAUC
      Patient
      MRI105488%84%5.620.1440.690.91
      FFRct66290%75%3.600.1425.870.90
      CTP53288%87%6.970.1449.880.94
      DSE35969%77%2.960.407.400.78
      PET60990%84%6.000.1256.590.92
      SPECT114278%79%3.760.2813.520.85
      Vessel
      MRI326087%89%8.150.1457.930.94
      FFRCT278286%83%5.100.1729.370.89
      CTP144489%89%7.820.1361.980.94
      DSE9462%87%4.660.4410.510.86
      PET201786%88%7.150.1742.390.92
      SPECT128872%79%3.450.369.710.83
      D. CCTA, CTP and FFRCT
      Index testNSensitivitySpecificityPLRNLRDORPPVNPV
      Per patient
      CCTA103992%43%1.640.199.1757%87%
      CTP18794%773.850.0963.4283%92%
      FFRCT66290%72%3.700.1624.3470%90%
      Per vessel
      CCTA123989%65%2.660.1719.7848%94%
      CTP26483%76%3.680.2220.1061%91%
      FFRCT71483%77%3.760.2318.2163%91%
      Abbreviations: CTA = coronary computed tomographic angiography CTP= CT perfusion DOR = diagnostic odds ratio FFR = fractional flow reserve FFRCT = fractional flow reserve by computed tomography ICA = invasive coronary angiography MRI = stress magnetic resonance imaging NA = not available NLR = negative likelihood ratio NPV = negative predictive value PET = positron emission tomography PLR = positive likelihood ratio PPV = positive predictive value SE = stress echocardiography SPECT = single photon emission computed tomography myocardial perfusion imaging.
      a Reprinted with permission of Oxford Academic from Hecht et al. Eur Heart J 2019:40;1440–1453.
      A second meta-analysis, analyzing 3798 patients and 5323 vessels in 23 studies, by Danad et al.,
      • Danad I.
      • Szymonifka J.
      • Twisk J.W.R.
      • et al.
      Diagnostic performance of cardiac imaging methods to diagnose ischaemia-causing coronary artery disease when directly compared with fractional flow reserve as a reference standard: a meta-analysis.
      (Table 3B), excluded studies in which <75% of vessels were evaluated by FFR, included CTA >50% diameter stenosis and ICA >50%DS and excluded PET, for which there were not sufficient numbers after excluding studies with <75% of vessels having invasive FFR. Sensitivity was highest for CTA and MRI in both per patient (90%) and per vessel (91%) analyses. SPECT sensitivity was the lowest of the functional tests for both patients (70%) and vessels (57%) while SE was also suboptimal (77%). ICA sensitivity was dramatically lower (69%) than for CTA even though both depict coronary anatomy. Specificity was highest for MRI for both per patient (94%) and per vessel analysis (85%), followed by the other 2 functional modalities of SPECT and SE in the 75–78% range. CTA specificity was remarkably lower (39%) than both the functional tests and ICA (66%). The likelihood ratios and AUC reflect these differences; MRI was superior for both positive and negative likelihood ratios and AUC. CTA negative likelihood was excellent as well but had the lowest per patient and per vessel positive likelihood ratio and AUC. Comparison of the anatomical modalities indicates that %DS is overestimated by CTA and underestimated by ICA, explaining the higher sensitivity and lower specificity for CTA.
      A third meta-analysis of all the functional imaging modalities with considerably more patients, by Dai et al.
      • Dai N.
      • Zhang X.
      • Zhang Y.
      • et al.
      Enhanced diagnostic utility achieved by myocardial blood analysis: a meta-analysis of noninvasive cardiac imaging in the detection of functional coronary artery disease.
      (Table 3C) of 74 studies, included CTFFR and CTP and excluded solely anatomic CTA. As before, CTP, CTFFR CMR and PET had superior per patient sensitivity (88–90%), specificity (84–87%) and DOR (41–57). The 2 most frequently performed functional imaging modalities of SE and SPECT were the least accurate: 69% and 78% sensitivity, 77% and 79% specificity, and 7.40 and 13.40 DOR.
      Finally, in the PACIFIC trial, a single center study of 208 patients who underwent CTA, SPECT, PET and ICA with FFR, CTA was 90% sensitive, 60% specific and 74% accurate, compared to 87%, 84% and 85% for PET and 57%, 94% and 77% for SPECT.
      • Danad I.
      • Raijmakers P.G.
      • Driessen R.S.
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      Comparison of Coronary CT Angiography, SPECT, PET, and Hybrid Imaging for Diagnosis of Ischemic Heart Disease Determined by Fractional Flow Reserve..
      CT has 2 additional advantages in diagnosis and management of chronic stable CAD. It can prognosticate very well
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      , and has the unique ability to identify adverse coronary plaque characteristics that portend adverse risk
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      and might even influence the occurrence of ischemia (
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      Comparison of Coronary CT Angiography, SPECT, PET, and Hybrid Imaging for Diagnosis of Ischemic Heart Disease Determined by Fractional Flow Reserve..
      ). Some of the newer value added technologies like CT-FFR and CTP (
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      Meta-analysis of diagnostic performance of coronary computed tomography angiography, computed tomography perfusion, and computed tomography-fractional flow reserve in functional myocardial ischemia assessment versus invasive fractional flow reserve.
      • Celeng C.
      • Leiner T.
      • Maurovich-Horvat P.
      • et al.
      Anatomical and functional computed tomography for diagnosing hemodynamically significant coronary artery disease: a meta-analysis.
      ) have now been shown to improve the accuracy of CAD diagnosis over and above CTA alone.
      Addition of physiologic studies to anatomic information in the same CT scan improve test performance.
      • Hoffmann U.
      • Ferencik M.
      • Udelson J.E.
      • et al.
      Prognostic value of noninvasive cardiovascular testing in patients with stable chest pain: insights from the PROMISE trial (prospective multicenter imaging study for evaluation of chest pain).
      ,
      • Xie J.X.
      • Cury R.C.
      • Leipsic J.
      • et al.
      The coronary artery disease-reporting and data system (CAD-RADS): prognostic and clinical implications associated with standardized coronary computed tomography angiography reporting.
      The meta-analysis by Gonzalez et al., of 1535 patients in 18 studies, compared CTA, CTP and CT-FFR.
      • Hoffmann U.
      • Ferencik M.
      • Udelson J.E.
      • et al.
      Prognostic value of noninvasive cardiovascular testing in patients with stable chest pain: insights from the PROMISE trial (prospective multicenter imaging study for evaluation of chest pain).
      Per patient sensitivities were similar (90–94%), but specificities (43%, 77% and 72%) and DOR (9.17, 63.42 and 24.34) were lowest for CTA without a functional imaging component. Per-vessel results were much less disparate, with sensitivities of 89%, 83% and 83%, specificities of 65%, 76% and 77%, and virtually identical DOR of 19.78, 20.10 and 18.21. A more recent meta-analysis (5330 patients) comparing CTA, CTP and CT-FFR also showed improved efficacy for diagnosing hemodynamically significant CAD compared with CTA alone with higher vessel level, pooled specificity with CTP (0.86; 95% confidence interval [CI]: 0.76 to 0.93), and CT-FFRCT (0.78; 95% CI: 0.72 to 0.83) than that of CTA (0.61; 95% CI: 0.54 to 0.68); addition of either FFRCT, or CTP to CTA improved specificities (0.80–0.92) and superior diagnostic accuracy for CTP, FFRCT, and combined CTA and CTP, compared with CTA. On-site FFR performed as well as off-site FFR and dynamic CTP was more sensitive (0.85 vs. 0.72), but less specific (0.81 vs. 0.90) than static CTP.
      • Xie J.X.
      • Cury R.C.
      • Leipsic J.
      • et al.
      The coronary artery disease-reporting and data system (CAD-RADS): prognostic and clinical implications associated with standardized coronary computed tomography angiography reporting.
      With few exceptions, these meta-analyses represent a compilation of prospective and retrospective single center studies with their implicit biases and general lack of direct inter-modality comparisons in the same group of patients. Nonetheless, they offer the most comprehensive evaluation by virtue of their large numbers, and the similarities of the findings irrespective of the inclusion criteria for the meta-analyses.

      2.1.4 General conclusions

      • a.
        With ICA >50%DS as the reference, CTA, MRI and PET are the most sensitive and specific modalities; SPECT and SE are less sensitive and specific.
      • b.
        With invasive FFR ≤0.80 as the reference, CTA, MRI and PET are the most sensitive and MRI and PET are the most specific. CTA is the least specific but CT-FFR and CTP increase the specificity to the level of MRI and PET without loss of sensitivity. SPECT and SE are the least sensitive.
      • c.
        These accuracy data should inform the suspected ischemia decision making process, which will also be strongly affected by the availability and expertise of the imaging centers, as well as by outcome and cost studies, some of which are already available after short term analysis.
      • d.
        While proceeding to testing was predicated upon estimating pre test probability, the current practice patterns pose some challenges – patients are at lower risk than before and the percentage of positive tests is declining. Models for predicting pre test probability, derived from older data perform sub optimally
        • Rubinshtein R.
        • Hamdan A.
        Coronary CTA-based CAD-RADS reporting system and the PROMISE to predict cardiac events.
        ,
        • Andreini D.
        • Pontone G.
        • Mushtaq S.
        • et al.
        Long-term prognostic impact of CT-Leaman score in patients with non-obstructive CAD: results from the COronary CT angiography EvaluatioN for clinical outcomes InteRnational multicenter (CONFIRM) study.
        and therefore require an update.
        • Bittencourt M.S.
        • Hulten E.
        • Ghoshhajra B.
        • et al.
        Prognostic value of nonobstructive and obstructive coronary artery disease detected by coronary computed tomography angiography to identify cardiovascular events.
        There is now a strong movement towards dispensing wth this completely as formulated in the NICE guidelines.
      • e.
        Adding non CT modalities for myocardial perfusion (which have better specificity) to CTA (which has excellent sensitivity) is an attractive strategy to minimize the disadvantages of each technique but this has not worked out very well in practice; hybrid cardiac imaging improves diagnostic specificity but with only modest improvement in overall diagnostic performance.

      2.2 Prognostic value and comparison with functional testing

      The prognostic value of CTA has now been established in both large registry studies and more recent randomized controlled trials. This increasing depth of evidence highlights that CTA provides prognostic information for patents with all levels of cardiovascular risk. In addition, both normal and abnormal CTA results provide important information that can alter downstream investigations and management and influence subsequent outcomes. Our knowledge of the utility of CTA has moved beyond confirmation of diagnostic accuracy, with comparative effectiveness studies now underpinning the prognostic benefit of CTA in large randomized populations. The identification of both obstructive and non-obstructive coronary artery disease by CTA provides important information in patients with both stable chest pain and acute symptoms.
      Registry studies have established the excellent prognostic value of a normal CTA, both for short-term outcomes and longer term mortality.
      • Hell M.M.
      • Motwani M.
      • Otaki Y.
      • et al.
      Quantitative global plaque characteristics from coronary computed tomography angiography for the prediction of future cardiac mortality during long-term follow-up.
      • Chang H.J.
      • Lin F.Y.
      • Lee S.E.
      • et al.
      Coronary atherosclerotic precursors of acute coronary syndromes.
      • Lee S.-E.
      • Sung J.M.
      • Andreini D.
      • et al.
      Differences in progression to obstructive lesions per high-risk plaque features and plaque volumes with CCTA.
      • Halon D.A.
      • Lavi I.
      • Barnett-Griness O.
      • et al.
      Plaque morphology as predictor of late plaque events in patients with asymptomatic type 2 diabetes: a long-term observational study.
      • van Rosendael A.R.
      • Shaw L.J.
      • Xie J.X.
      • et al.
      Superior risk stratification with coronary computed tomography angiography using a comprehensive atherosclerotic risk score.
      Previous analysis of stress myocardial perfusion imaging (MPI) identified that a normal study is associated with a low risk of subsequent major adverse cardiovascular events, equating to less than a 1% annual risk for patients without comorbidities.
      • Shaw L.J.
      • Hage F.G.
      • Berman D.S.
      • Hachamovitch R.
      • Iskandrian A.
      Prognosis in the era of comparative effectiveness research: where is nuclear cardiology now and where should it be?.
      Similarly, a meta-analysis of patients 122,721 patients in 165 studies identified that a normal CTA (without plaque) in patients with suspected or known coronary artery disease (CAD) was associated with a low risk of subsequent events, which is below an annual event rate of 1%.
      • Maurovich-Horvat P.
      • Schlett C.L.
      • Alkadhi H.
      • et al.
      The napkin-ring sign indicates advanced atherosclerotic lesions in coronary CT angiography.
      This low event rate was maintained after correction for the underlying population event risk and the proportion of patients with CAD.
      • Maurovich-Horvat P.
      • Schlett C.L.
      • Alkadhi H.
      • et al.
      The napkin-ring sign indicates advanced atherosclerotic lesions in coronary CT angiography.
      After correction, the event rate for a normal CTA was similar to that of a normal SPECT, ETT, CMR, PET or stress echocardiogram.
      • Maurovich-Horvat P.
      • Schlett C.L.
      • Alkadhi H.
      • et al.
      The napkin-ring sign indicates advanced atherosclerotic lesions in coronary CT angiography.
      Indeed, a normal CTA is associated with an excellent prognosis extending beyond 5 years.
      • Hell M.M.
      • Motwani M.
      • Otaki Y.
      • et al.
      Quantitative global plaque characteristics from coronary computed tomography angiography for the prediction of future cardiac mortality during long-term follow-up.
      • Chang H.J.
      • Lin F.Y.
      • Lee S.E.
      • et al.
      Coronary atherosclerotic precursors of acute coronary syndromes.
      • Lee S.-E.
      • Sung J.M.
      • Andreini D.
      • et al.
      Differences in progression to obstructive lesions per high-risk plaque features and plaque volumes with CCTA.
      • Halon D.A.
      • Lavi I.
      • Barnett-Griness O.
      • et al.
      Plaque morphology as predictor of late plaque events in patients with asymptomatic type 2 diabetes: a long-term observational study.
      • van Rosendael A.R.
      • Shaw L.J.
      • Xie J.X.
      • et al.
      Superior risk stratification with coronary computed tomography angiography using a comprehensive atherosclerotic risk score.
      There is now data showing that a normal CTA strongly predicts event free survival even over a 10 year follow up.
      • Motoyama S.
      • Ito H.
      • Sarai M.
      • et al.
      Plaque characterization by coronary computed tomography angiography and the likelihood of acute coronary events in mid-term follow-up.
      The identification of both obstructive and non-obstructive CAD is associated with worse prognosis in patients undergoing CTA. The COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational Multicenter (CONFIRM) registry found that both the presence and severity of CAD was important in predicting subsequent events.
      • Ferencik M.
      • Mayrhofer T.
      • Bittner D.O.
      • et al.
      Use of high-risk coronary atherosclerotic plaque detection for risk stratification of patients with stable chest pain: a secondary analysis of the PROMISE randomized clinical trial.
      ,
      • Williams M.C.
      • Moss A.J.
      • Dweck M.
      • et al.
      Coronary artery plaque characteristics associated with adverse outcomes in the SCOT-heart study.
      The presence of obstructive disease and number of vessels involved were predictive of mortality at 2 years in 23,854 patients without known CAD undergoing CTA.
      • Ferencik M.
      • Mayrhofer T.
      • Bittner D.O.
      • et al.
      Use of high-risk coronary atherosclerotic plaque detection for risk stratification of patients with stable chest pain: a secondary analysis of the PROMISE randomized clinical trial.
      Other registry and cohort studies have identified a similar impact on subsequent outcomes based on the presence and severity of obstructive CAD.
      • Hell M.M.
      • Motwani M.
      • Otaki Y.
      • et al.
      Quantitative global plaque characteristics from coronary computed tomography angiography for the prediction of future cardiac mortality during long-term follow-up.
      ,
      • Lee S.-E.
      • Sung J.M.
      • Andreini D.
      • et al.
      Differences in progression to obstructive lesions per high-risk plaque features and plaque volumes with CCTA.
      ,
      • Investigators S.-H.
      CT coronary angiography in patients with suspected angina due to coronary heart disease (SCOT-HEART): an open-label, parallel-group, multicentre trial.
      ,
      • Driessen R.S.
      • de Waard G.A.
      • Stuijfzand W.J.
      • et al.
      Adverse plaque characteristics relate more strongly with hyperemic fractional flow reserve and instantaneous wave-free ratio than with resting instantaneous wave-free ratio.
      A meta-analysis of 25,258 patients with suspected or known CAD in 21 studies identified a similar long term (>2.5 years) prognostic value for CTA and stress MPI in the prediction of death and non-fatal myocardial infarction.
      • Gonzalez J.A.
      • Lipinski M.J.
      • Flors L.
      • Shaw P.W.
      • Kramer C.M.
      • Salerno M.
      Meta-analysis of diagnostic performance of coronary computed tomography angiography, computed tomography perfusion, and computed tomography-fractional flow reserve in functional myocardial ischemia assessment versus invasive fractional flow reserve.
      Registry studies have also shown that CTA provides incremental prognostic information over cardiovascular risk factors
      • Ferencik M.
      • Mayrhofer T.
      • Bittner D.O.
      • et al.
      Use of high-risk coronary atherosclerotic plaque detection for risk stratification of patients with stable chest pain: a secondary analysis of the PROMISE randomized clinical trial.
      ,
      • Williams M.C.
      • Moss A.J.
      • Dweck M.
      • et al.
      Coronary artery plaque characteristics associated with adverse outcomes in the SCOT-heart study.
      ,
      • Driessen R.S.
      • de Waard G.A.
      • Stuijfzand W.J.
      • et al.
      Adverse plaque characteristics relate more strongly with hyperemic fractional flow reserve and instantaneous wave-free ratio than with resting instantaneous wave-free ratio.
      ,
      • Celeng C.
      • Leiner T.
      • Maurovich-Horvat P.
      • et al.
      Anatomical and functional computed tomography for diagnosing hemodynamically significant coronary artery disease: a meta-analysis.
      ,
      • Adamson P.D.
      • Newby D.E.
      • Hill C.L.
      • Coles A.
      • Douglas P.S.
      • Fordyce C.B.
      Comparison of international guidelines for assessment of suspected stable Angina: insights from the PROMISE and SCOT-heart.
      and, in some sub-groups, over coronary artery calcium score (CACS).
      • Driessen R.S.
      • de Waard G.A.
      • Stuijfzand W.J.
      • et al.
      Adverse plaque characteristics relate more strongly with hyperemic fractional flow reserve and instantaneous wave-free ratio than with resting instantaneous wave-free ratio.
      ,
      • Baskaran L.
      • Danad I.
      • Gransar H.
      • et al.
      A comparison of the updated diamond-forrester, CAD consortium, and CONFIRM history-based risk scores for predicting obstructive coronary artery disease in patients with stable chest pain: the SCOT-heart coronary CTA cohort.
      ,
      • Genders T.S.S.
      • Coles A.
      • Hoffmann U.
      • et al.
      The external validity of prediction models for the diagnosis of obstructive coronary artery disease in patients with stable chest pain: insights from the PROMISE trial.
      The PROMISE (PROspective Multicentre Imaging Study for Evaluation of chest pain) trial assessed stable symptomatic outpatients referred for non-invasive investigation for suspected CAD.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      The 10,003 participants were randomized to anatomical testing with CTA or functional testing with exercise electrocardiography, stress echocardiography or SPECT.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      After 25 months of follow-up there was no difference between the two groups in the primary outcome of mortality, myocardial infarction, hospitalization for unstable angina and major complications of procedures or diagnostic testing.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      However, subsequent assessment of this study identified that the discriminatory ability to predict subsequent events was higher for CTA than functional testing (c-index 0.72; 95% CI 0.68 to 0.76 versus 0.64; 0.59 to 0.69; p = 0.04), mostly due to the ability of CTA to detect prognostically important non-obstructive disease.
      • Min J.K.
      • Shaw L.J.
      • Devereux R.B.
      • et al.
      Prognostic value of multidetector coronary computed tomographic angiography for prediction of all-cause mortality.
      A methodical description of the extent of CAD on CTA allows finer evaluation of the prognostic value of different levels of CAD. Application of the CAD-RADs classification to the CONFIRM database
      • Hadamitzky M.
      • Taubert S.
      • Deseive S.
      • et al.
      Prognostic value of coronary computed tomography angiography during 5 years of follow-up in patients with suspected coronary artery disease.
      showed a graded decrease in event free survival with more severe disease (5-year event-free survival of 95% with CAD-RADS 0–69.3% for CAD-RADS 5). An analysis of the PROMISE study
      • Kang S.H.
      • Park G.M.
      • Lee S.W.
      • et al.
      Long-term prognostic value of coronary CT angiography in asymptomatic type 2 diabetes mellitus.
      showed that increasing severity (CAD-RADs score) continued to have additional prognostic value over and above CAC and ASCVD scores.
      In addition to the presence and severity of coronary artery stenosis, CTA can provide additional information on plaque burden and adverse coronary artery plaque characteristics. Semi-quantitative assessment of plaque burden such as the CT-Leaman score
      • Clerc O.F.
      • Kaufmann B.P.
      • Possner M.
      • et al.
      Long-term prognostic performance of low-dose coronary computed tomography angiography with prospective electrocardiogram triggering.
      or segment involvement score can provide additional stratification of patients with non-obstructive coronary artery disease that is an independent predictor of subsequent prognosis. In the Partners registry, among 3242 patients evaluated with CTA, patients with non-obstructive plaque involving at least 4 segments had the same risk of hard cardiovascular events as those who had obstructive CAD
      • Smulders M.W.
      • Jaarsma C.
      • Nelemans P.J.
      • et al.
      Comparison of the prognostic value of negative non-invasive cardiac investigations in patients with suspected or known coronary artery disease-a meta-analysis.
      Moreover, treatment of such individuals with extensive plaque was associated with a reduction in cardiovascular events
      • Smulders M.W.
      • Jaarsma C.
      • Nelemans P.J.
      • et al.
      Comparison of the prognostic value of negative non-invasive cardiac investigations in patients with suspected or known coronary artery disease-a meta-analysis.
      which is supported by other data showing that plaques can be stabilized with various therapies. Quantitative assessment of plaque characteristics is also associated with subsequent outcomes in multiple studies.
      • Finck T.
      • Hardenberg J.
      • Will A.
      • et al.
      10-Year follow-up after coronary computed tomography angiography in patients with suspected coronary artery disease.
      • Min J.K.
      • Dunning A.
      • Lin F.Y.
      • et al.
      Age- and sex-related differences in all-cause mortality risk based on coronary computed tomography angiography findings results from the International Multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter Registry) of 23,854 patients without known coronary artery disease.
      • Hadamitzky M.
      • Achenbach S.
      • Al-Mallah M.
      • et al.
      Optimized prognostic score for coronary computed tomographic angiography: results from the CONFIRM registry (COronary CT Angiography EvaluatioN for Clinical Outcomes: an InteRnational Multicenter Registry).
      In a study looking at serial CTAs, the percent atheroma volume (PAV) at baseline was the strongest predictor of progression of non-obstructive disease to obstructive lesions.
      • Hadamitzky M.
      • Achenbach S.
      • Al-Mallah M.
      • et al.
      Optimized prognostic score for coronary computed tomographic angiography: results from the CONFIRM registry (COronary CT Angiography EvaluatioN for Clinical Outcomes: an InteRnational Multicenter Registry).
      The non calcified component of plaque is important: while not different from patients with low vs. high clinical risk (based on number of risk factors), high volume of noncalcified plaque is one of the strongest parameters for predicting ACS in patients with extensive CAD.
      • Min J.K.
      • Dunning A.
      • Lin F.Y.
      • et al.
      Age- and sex-related differences in all-cause mortality risk based on coronary computed tomography angiography findings results from the International Multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter Registry) of 23,854 patients without known coronary artery disease.
      Not surprisingly, an increased total, non-calcified or low-density plaque volume is associated with a significant increase in cardiac mortality in >5 years follow-up, independent of the segment involvement score.
      • Finck T.
      • Hardenberg J.
      • Will A.
      • et al.
      10-Year follow-up after coronary computed tomography angiography in patients with suspected coronary artery disease.
      Similar data are seen in high risk groups like asymptomatic diabetic subjects.
      • Nielsen L.H.
      • Botker H.E.
      • Sorensen H.T.
      • et al.
      Prognostic assessment of stable coronary artery disease as determined by coronary computed tomography angiography: a Danish multicentre cohort study.
      A composite inclusion of plaque volume, location and composition, might be advantageous for prognostication.
      • Ostrom M.P.
      • Gopal A.
      • Ahmadi N.
      • et al.
      Mortality incidence and the severity of coronary atherosclerosis assessed by computed tomography angiography.
      Adverse coronary artery plaque characteristics (also known as high risk plaques or vulnerable plaques) include the presence of positive remodeling, spotty calcification, low attenuation plaque and the ‘napkin ring’ sign.
      • Cantoni V.
      • Green R.
      • Acampa W.
      • et al.
      Long-term prognostic value of stress myocardial perfusion imaging and coronary computed tomography angiography: a meta-analysis.
      ,
      • Hadamitzky M.
      • Freissmuth B.
      • Meyer T.
      • et al.
      Prognostic value of coronary computed tomographic angiography for prediction of cardiac events in patients with suspected coronary artery disease.
      and these predict adverse outcomes including acute coronary events.
      • Chow B.J.
      • Small G.
      • Yam Y.
      • et al.
      Incremental prognostic value of cardiac computed tomography in coronary artery disease using CONFIRM: COroNary computed tomography angiography evaluation for clinical outcomes: an InteRnational Multicenter registry.
      • Min J.K.
      • Labounty T.M.
      • Gomez M.J.
      • et al.
      Incremental prognostic value of coronary computed tomographic angiography over coronary artery calcium score for risk prediction of major adverse cardiac events in asymptomatic diabetic individuals.
      • Villines T.C.
      • Hulten E.A.
      • Shaw L.J.
      • et al.
      Prevalence and severity of coronary artery disease and adverse events among symptomatic patients with coronary artery calcification scores of zero undergoing coronary computed tomography angiography: results from the CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter) registry.
      Motoyama et al. identified that the presence of positive remodeling or low attenuation plaque was an independent predictor of subsequent acute coronary syndromes in patients undergoing CTA.
      • Cantoni V.
      • Green R.
      • Acampa W.
      • et al.
      Long-term prognostic value of stress myocardial perfusion imaging and coronary computed tomography angiography: a meta-analysis.
      In the PROMISE study the presence of positive remodeling, low attenuation plaque or the napkin-ring sign was associated with an increased rate of major cardiovascular events, independent of cardiovascular risk score and the presence of significant stenosis.
      • Min J.K.
      • Labounty T.M.
      • Gomez M.J.
      • et al.
      Incremental prognostic value of coronary computed tomographic angiography over coronary artery calcium score for risk prediction of major adverse cardiac events in asymptomatic diabetic individuals.
      In the Scottish COmputed Tomography of the HEART (SCOT-HEART) trial the presence of positive remodeling and or low attenuation plaque was associated with an increased rate of myocardial infarction or coronary heart disease death.
      • Villines T.C.
      • Hulten E.A.
      • Shaw L.J.
      • et al.
      Prevalence and severity of coronary artery disease and adverse events among symptomatic patients with coronary artery calcification scores of zero undergoing coronary computed tomography angiography: results from the CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter) registry.
      However, at 5 years the presence of adverse plaque was not an independent predictor of events compared to coronary artery calcium score. This suggests that adverse plaque features are a predictor of increased risk in the short-term but that plaque burden is a more important predictor of longer-term prognosis.
      • Villines T.C.
      • Hulten E.A.
      • Shaw L.J.
      • et al.
      Prevalence and severity of coronary artery disease and adverse events among symptomatic patients with coronary artery calcification scores of zero undergoing coronary computed tomography angiography: results from the CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter) registry.
      Future quantitative assessment of adverse coronary artery plaque characteristics may provide more precise risk assessment.
      Thus, a normal CTA is associated with a prognosis similar to, or better than a normal functional imaging assessment. The presence, extent, and severity of coronary artery disease on CTA is strongly associated with prognosis in patients with stable and acute chest pain. Additional characteristics including plaque volume and adverse coronary artery plaque characteristics can provide information on prognosis, over and above the assessment of stenosis severity.

      2.3 Randomized controlled trials of coronary computed tomography angiography in patients with stable chest pain

      There have been five randomized controlled trials of coronary computed tomography angiography (CTA) in patients with stable chest pain (Table 4) that have been performed in Europe and North America with important differences in study populations and design. Most trials have undertaken head-to-head comparisons with functional testing (predominantly exercise electrocardiography, myocardial perfusion imaging or stress echocardiography). These trials assessed the effect of CTA on diagnosis, risk stratification, clinical management (invasive coronary angiography and coronary revascularization), symptoms and clinical outcomes.
      Table 4Randomized controlled trials of coronary computed tomography angiography in patients with stable chest pain.
      TrialPopulation SizeComparisonPrimary OutcomePrincipal FindingInvasive Coronary AngiographyObstructive Coronary Heart Disease
      At the time of invasive coronary angiography. SOC, standard of care; CTA, coronary computed tomography angiography; ETT, electrocardiogram exercise tolerance test; CAC, coronary artery calcium score.
      Coronary RevascularizationMyocardial

      Infarction
      SCOT-HEART

      1.7 Years
      • Douglas P.S.
      • Hoffmann U.
      • Patel M.R.
      • et al.
      Outcomes of anatomical versus functional testing for coronary artery disease.
      4146SOC + CTA vs SOCDiagnostic CertaintyIncreased diagnostic certainty409/2073 (20%) vs 401/2073 (19%)283/2072 (14%) vs 230/2073 (11%)233/2073 (11%) vs 201/2073 (10%)26/2073 (1.3%) vs

      42/2073 (2.0%)
      SCOT-HEART

      4.8 Years
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      4146SOC + CTA vs SOCComposite Clinical OutcomeReduced coronary heart disease death or non-fatal MI491/2073 (24%) vs 502/2073 (24%)279/2073 (14%) vs 267/2073 (13%)48/2073 (2.3%) vs

      81/2073 (3.9%)
      PROMISE

      2.1 Years
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      10,003CTA vs FunctionalComposite Clinical OutcomeNo difference in clinical outcome609/4996 (12%) vs 406/5007 (8%)439/4996 (9%) vs 193/5007 (4%)311/4996 (6%) vs 158/5007 (3%)30/4996 (0.6%) vs 40/5007 (0.8%)
      CAPP
      • McKavanagh P.
      • Lusk L.
      • Ball P.A.
      • et al.
      A comparison of cardiac computerized tomography and exercise stress electrocardiogram test for the investigation of stable chest pain: the clinical results of the CAPP randomized prospective trial.
      500CTA vs ETTSymptoms of chest painLess symptoms at 3 and 12 months with CTA51/245 (21%) vs 66/243 (27%)83/245 (34%) vs 70/243 (29%)37/245 (15%) vs 19/243 (8%)_
      CRESCENT
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      350CAC/CTA vs FunctionalSymptoms of chest painLess symptoms at 12 months with CTA29/239 (12%) vs 12/108 (11%)21/239 (9%) vs 7/108 (7%)21/239 (9%) vs 7/108 (7%)_
      Min et al.
      • Lubbers M.
      • Coenen A.
      • Kofflard M.
      • et al.
      Comprehensive cardiac CT with myocardial perfusion imaging versus functional testing in suspected coronary artery disease: the multicenter, randomized CRESCENT-II trial.
      180CTA vs Myocardial Perfusion

      Imaging
      Symptoms of chest painNo difference in symptoms12/86 (14%) vs 7/87 (8%)_7/86 (8%) vs

      1/87 (1%)
      _
      a At the time of invasive coronary angiography. SOC, standard of care; CTA, coronary computed tomography angiography; ETT, electrocardiogram exercise tolerance test; CAC, coronary artery calcium score.

      2.3.1 Diagnosis

      CTA is a diagnostic test and its accuracy has been established for the diagnosis of coronary artery disease (see section 2.1). It is important to distinguish between its diagnostic accuracy for atherosclerosis, obstructive coronary artery disease and angina pectoris due to coronary artery disease. Clearly, the latter also relies on the patient history and the clinical context. The SCOT-HEART,
      • Douglas P.S.
      • Hoffmann U.
      • Patel M.R.
      • et al.
      Outcomes of anatomical versus functional testing for coronary artery disease.
      ,
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      Cardiac CT for the Assessment of Pain and Plaque (CAPP),
      • McKavanagh P.
      • Lusk L.
      • Ball P.A.
      • et al.
      A comparison of cardiac computerized tomography and exercise stress electrocardiogram test for the investigation of stable chest pain: the clinical results of the CAPP randomized prospective trial.
      the Computed Tomography versus Exercise Testing in Suspected Coronary Artery Disease (CRESCENT 1),
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      and CRESCENT II
      • Min J.K.
      • Koduru S.
      • Dunning A.M.
      • et al.
      Coronary CT angiography versus myocardial perfusion imaging for near-term quality of life, cost and radiation exposure: a prospective multicenter randomized pilot trial.
      and Min et al.
      • Lubbers M.
      • Coenen A.
      • Kofflard M.
      • et al.
      Comprehensive cardiac CT with myocardial perfusion imaging versus functional testing in suspected coronary artery disease: the multicenter, randomized CRESCENT-II trial.
      trials directly assessed the influence of CTA on the diagnosis of stable chest pain that was suspected to be due to coronary artery disease. All studies found that CTA was superior to functional testing or standard of care, with the SCOT-HEART trial reporting a 2-fold increase in diagnostic certainty compared to standard of care. Whilst the frequency of the diagnosis of coronary artery disease rose in all trials, the diagnosis of angina pectoris due to coronary heart disease tended to fall in the SCOT-HEART trial perhaps reflecting the absence of obstructive disease in those who were initially presumed to have angina.

      2.3.2 Clinical management

      The effect of CTA on subsequent clinical management is highly dependent on the population studied. In the SCOT-HEART,
      • Newby D.E.
      • Williams M.C.
      • Flapan A.D.
      • et al.
      Role of multidetector computed tomography in the diagnosis and management of patients attending the rapid access chest pain clinic, the Scottish computed tomography of the heart (SCOT-HEART) trial: study protocol for randomized controlled trial.
      CAPP
      • McKavanagh P.
      • Lusk L.
      • Ball P.A.
      • et al.
      A comparison of cardiac computerized tomography and exercise stress electrocardiogram test for the investigation of stable chest pain: the clinical results of the CAPP randomized prospective trial.
      and CRESCENT
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      trials, the study population consisted of patients specifically referred for the evaluation of chest pain suspected to be due to coronary artery disease, with a high prevalence of obstructive coronary artery disease. In these trials, rates of invasive coronary angiography were either reduced or unchanged. However, documentation of obstructive coronary artery disease was more frequent at the time of invasive coronary angiography, which led to a modest increase in coronary revascularizations in the short term trials. In the 5 year follow up of the SCOT-HEART trial, the apparent early increases in coronary angiography and coronary revascularization were offset by later reductions in both invasive angiography and coronary revascularization; by 5 years there was no difference in these procedures. Indeed, beyond the first year, CTA was associated with less invasive coronary angiography (hazard ratio, 0.70; 95% CI, 0.52 to 0.95; p = 0.022) and coronary revascularization (hazard ratio, 0.59; 95% CI, 0.38 to 0.90; p = 0.015).
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      This suggests that the right patients are identified early and treated more promptly, thereby preventing progression of disease and avoiding later reinvestigation and revascularization.

      2.3.3 Symptoms

      Both the CAPP and the CRESCENT trials
      • McKavanagh P.
      • Lusk L.
      • Ball P.A.
      • et al.
      A comparison of cardiac computerized tomography and exercise stress electrocardiogram test for the investigation of stable chest pain: the clinical results of the CAPP randomized prospective trial.
      ,
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      were designed to assess the influence of CTA on angina symptoms in comparison to a functional testing strategy. They reported reduced levels of angina after 12 months of follow-up. Similar improvements in symptoms were seen in the SCOT-HEART trial, especially in those demonstrated to have normal coronary arteries or those with obstructive disease who underwent coronary revascularization.
      • Williams M.C.
      • Hunter A.
      • Shah A.
      • et al.
      Symptoms and quality of life in patients with suspected angina undergoing CT coronary angiography: a randomised controlled trial.

      2.3.4 Clinical outcomes

      The SCOT-HEART and PROMISE trials were sufficiently large to assess the impact of CTA on hard clinical outcomes.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      ,
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      ,
      • Douglas P.S.
      • Hoffmann U.
      Anatomical versus functional testing for coronary artery disease.
      The PROMISE trial had a large composite clinical outcome that included all-cause mortality as well as coronary events (myocardial infarction and unstable angina). Although there was no difference in this primary outcome, CTA appeared to be associated with a lower rate of death or myocardial infarction at 12 months. Meta-analysis has reported reduced rates of myocardial infarction with CTA (hazards ratio, 0.69 [95% confidence intervals, 0.49 to 0.98]) but no effect on overall mortality.
      • Bittencourt M.S.
      • Hulten E.A.
      • Murthy V.L.
      • et al.
      Clinical outcomes after evaluation of stable chest pain by coronary computed tomographic angiography versus usual care: a meta-analysis.
      Similar reductions in myocardial infarction have also been reported in a large (n = 86,705) observational Danish registry (hazards ratio, 0.71 [95% confidence intervals, 0.61 to 0.82]).
      • Jorgensen M.E.
      • Andersson C.
      • Norgaard B.L.
      • et al.
      Functional testing or coronary computed tomography angiography in patients with stable coronary artery disease.
      The 5-year outcome data from the SCOT-HEART trial have now confirmed these earlier promising results: hazard ratios were 0.59 (p = 0.004) for CTA compared to standard of care for the primary endpoint of death from CAD or nonfatal myocardial infarction and 0.60 for nonfatal myocardial infarction alone, without overall differences in ICA or revascularization.
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      ,
      • Adamson P.D.
      • Williams M.C.
      • Dweck M.R.
      • et al.
      Guiding therapy by coronary CT angiography improves outcomes in patients with stable chest pain.

      2.4 Cost effectiveness of CTA

      We define in this guideline use of the term cost effectiveness to include the cost consequences of CTA use as well as comparisons of costs associated with CTA-guided strategies of care.
      • Xie J.X.
      • Shaw L.J.
      Measuring diagnostic health care costs in stable coronary artery disease: should we follow the money?.
      There have been numerous decision analytic models which have explored the cost effectiveness of CTA as compared to functional testing strategies of care in the evaluation of acute, low risk and stable chest pain syndromes. For this guideline, we will highlight evidence available from high quality clinical trials and large multicenter registries.
      • Shaw L.J.
      • Phillips L.M.
      • Nagel E.
      • Newby D.E.
      • Narula J.
      • Douglas P.S.
      Comparative effectiveness trials of imaging-guided strategies in stable ischemic heart disease.
      Following CTA-detection of obstructive CAD, there have been concerns regarding an increasing rate of downstream invasive coronary angiography (ICA). Early reports noted higher rates of post-CTA use of ICA but more recent data support a more selective referral of patients to ICA following index CTA testing. In a report from the CONFIRM registry (n = 15,207 symptomatic patients), follow-up rates of ICA were low over 3 years of follow-up for patients with normal (2.5%) and mild CAD (8.3%), defined as a stenosis 1–49%.
      • Shaw L.J.
      • Hausleiter J.
      • Achenbach S.
      • et al.
      Coronary computed tomographic angiography as a gatekeeper to invasive diagnostic and surgical procedures: results from the multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: an International Multicenter) registry.
      By comparison, for patients with obstructive CAD, use of ICA occurred promptly within 3 months of follow-up and occurred in 44%, 53%, and 69%, respectively of patients with 1-, 2-, and 3-vessel CAD. Overall, in the PROMISE trial, a relatively low rate of ICA use was reported for patients randomized to CTA (12%) as compared to the functional testing (8%) arms of the trial.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      Evidence is not available to judge the appropriateness of ICA use, as post-CTA use of stress testing or additional documentation of ischemia prior to ICA referral is not available. A synthesis of this evidence supports a relatively low rate of referral to ICA, notably for those patients without any obstructive CAD.
      Many of the recent randomized clinical trials also include economic sub-studies that have been synthesized in a recent review (Table 5).
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      ,
      • Mark D.B.
      • Federspiel J.J.
      • Cowper P.A.
      • et al.
      Economic outcomes with anatomical versus functional diagnostic testing for coronary artery disease.
      • Hlatky M.A.
      • De Bruyne B.
      • Pontone G.
      • et al.
      Quality-of-Life and economic outcomes of assessing fractional flow reserve with computed tomography angiography: PLATFORM.
      • Shaw L.J.
      • Mieres J.H.
      • Hendel R.H.
      • et al.
      Comparative effectiveness of exercise electrocardiography with or without myocardial perfusion single photon emission computed tomography in women with suspected coronary artery disease: results from the what Is the Optimal Method for Ischemia Evaluation in Women (WOMEN) trial.
      • Thom H.
      • West N.E.
      • Hughes V.
      • et al.
      Cost-effectiveness of initial stress cardiovascular MR, stress SPECT or stress echocardiography as a gate-keeper test, compared with upfront invasive coronary angiography in the investigation and management of patients with stable chest pain: mid-term outcomes from the CECaT randomised controlled trial.
      • Williams M.C.
      • Hunter A.
      • Shah A.S.
      • et al.
      Use of coronary computed tomographic angiography to guide management of patients with coronary disease.
      • Walker S.
      • Girardin F.
      • McKenna C.
      • et al.
      Cost-effectiveness of cardiovascular magnetic resonance in the diagnosis of coronary heart disease: an economic evaluation using data from the CE-MARC study.
      Importantly, for these analyses, comparisons of cost differences are valid given the documentation of similar rates of 2–3 year rates of major adverse events.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      ,
      • Douglas P.S.
      • Hoffmann U.
      • Patel M.R.
      • et al.
      Outcomes of anatomical versus functional testing for coronary artery disease.
      From the PROMISE trial, near term costs at ≤90 days and cumulative costs through 3-years of follow-up were aggregated. Within the near-term, there were no differences in cost between patients randomized to CTA as compared to functional testing, with a mean difference in cost of $254.
      • Mark D.B.
      • Federspiel J.J.
      • Cowper P.A.
      • et al.
      Economic outcomes with anatomical versus functional diagnostic testing for coronary artery disease.
      Within 90 days, there was a notable but not significantly higher use of ICA and revascularization. When aggregated through 3 years of follow-up, the differences in cost by randomization to CTA as compared to functional testing did not yield significant differences.
      Table 5Examples of cost analyses from recent RCTs in stable ischemic heart dissease.
      Trial AcronymTarget populationNear-Term Δ CostLong-Term Δ CostOverall Cost Findings
      PROMISE
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      A long-term prognostic value of coronary CT angiography in suspected coronary artery disease.
      n = 9504Δ $254 at 90-days (p = NS)Δ $627 at 3-years (p = NS)3-Year Cumulative Costs were $7213 for CTA vs. $6586 for Functional Testing (p = NS)
      SCOT-HEART
      • Investigators S.-H.
      • Newby D.E.
      • Adamson P.D.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      N = 4146Index Cost $342 Higher for CTA (p < 0.001)$462 at 6-months higher for CTA (p < 0.0001)6-Month Cumulative Costs were $1900 for CTA vs. $1438 for SC (p < 0.0001); When Excluding Index CTA Cost - No Differences in Downstream Costs: Δ $89 (p = 0.27)
      CRESCENT
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      N = 350Index Cost $164 Higher for Selective CTA€71 at 1-year higher for Exercise ECG (p < 0.0001)1-Year Cumulative Costs were €369 for CTA vs. €440 for Exercise ECG (p < 0.0001)
      Abbreviation: p = NS: p value not statistically significant.
      Through 3 years of follow-up, the difference in costs by randomized test strategy in PROMISE was non-significant (Δ = $627); with similar findings for stress nuclear, echocardiography, and ECG testing. These longer-term cost findings identify the importance of follow-up testing patterns to reflect the cost-consequences of a given index procedure.
      • Xie J.X.
      • Shaw L.J.
      Measuring diagnostic health care costs in stable coronary artery disease: should we follow the money?.
      Results from the SCOT-HEART trial revealed slightly higher costs associated with randomization to CTA, with cost differences of $462. Importantly, the induced costs did not result from additional outpatient or inpatient services or medication use.
      • Williams M.C.
      • Hunter A.
      • Shah A.S.
      • et al.
      Use of coronary computed tomographic angiography to guide management of patients with coronary disease.
      Several reports have noted higher use of antiplatelet and statin therapy following CTA but that has not translated into significantly higher costs associated with medications.
      • Jorgensen M.E.
      • Andersson C.
      • Norgaard B.L.
      • et al.
      Functional testing or coronary computed tomography angiography in patients with stable coronary artery disease.
      ,
      • Mark D.B.
      • Federspiel J.J.
      • Cowper P.A.
      • et al.
      Economic outcomes with anatomical versus functional diagnostic testing for coronary artery disease.
      ,
      • Williams M.C.
      • Hunter A.
      • Shah A.S.
      • et al.
      Use of coronary computed tomographic angiography to guide management of patients with coronary disease.
      Importantly, medication use appears to be targeted to higher risk patients, more often with evidence of obstructive CAD or to those with evidence of atherosclerosis.
      Additional cost analyses are available from the CRESCENT trial whereby referral to exercise electrocardiography was associated with a higher rate of additional diagnostic testing; nearly half of patients in the stress testing arm had induced diagnostic testing procedures as compared to only 1 in 4 in the CTA arm of the CRESCENT trial (p < 0.0001).
      • Lubbers M.
      • Dedic A.
      • Coenen A.
      • et al.
      Calcium imaging and selective computed tomography angiography in comparison to functional testing for suspected coronary artery disease: the multicentre, randomized CRESCENT trial.
      This higher rate of diagnostic testing following exercise electrocardiography was associated with a 16% higher cost of care. Additional cost savings were achieved in the CTA arm of the CRESCENT trial as nearly 42% of this arm had a 0 CAC score and did not undergo follow-up CTA, per the selective testing protocol whereby only those with detectable CAC proceeded to CTA. The randomized trial evidence supports the conclusion that costs associated with a CTA strategy are similar to those following stress testing, with only minimal differences through 2–3 years of follow-up.
      Additional relevant data are provided by the cost effectiveness analysis employed in the UK’s NICE guidance document on stable chest pain
      • Timmis A.
      Investigation of patients presenting with chest pain.
      which identified the lowest cost per correct diagnosis of obstructive CAD.
      • Moss A.J.
      • Williams M.C.
      • Newby D.E.
      • Nicol E.D.
      The updated NICE guidelines: cardiac CT as the first-line test for coronary artery disease.
      The rate of detection of obstructive CAD was higher for CCTA than for all other diagnostic testing approaches.
      • Patel M.R.
      • Dai D.
      • Hernandez A.F.
      • et al.
      Prevalence and predictors of nonobstructive coronary artery disease identified with coronary angiography in contemporary clinical practice.
      ,
      • Patel M.R.
      • Peterson E.D.
      • Dai D.
      • et al.
      Low diagnostic yield of elective coronary angiography.
      In a recent review, a synthesis of available randomized trial data revealed that concordance between CTA and ICA detected obstructive CAD was demonstrably higher than that of stress testing (71% of 1047 patients undergoing ICA versus 53% of 819 patients undergoing ICA).
      • Shaw L.J.
      • Phillips L.M.
      • Nagel E.
      • Newby D.E.
      • Narula J.
      • Douglas P.S.
      Comparative effectiveness trials of imaging-guided strategies in stable ischemic heart disease.
      As such, in the NICE cost effectiveness analysis, CTA had the lowest cost per correct diagnosis and was projected to save the National Health Service approximately £16 million each year by excluding CAD with a high negative predictive value.
      • Timmis A.
      Investigation of patients presenting with chest pain.
      Moreover, an index testing approach with CTA allows for a selective use of higher cost stress testing in a smaller proportion of patients with stable chest pain.

      2.5 Plaque characterization

      Pathologic studies have demonstrated that the acute coronary events, including sudden death, myocardial infarction and unstable angina, in a majority of cases result from acute coronary thrombosis secondary to rupture of plaques. These plaques demonstrate large plaque and necrotic core burden, positive remodeling and thin inflamed fibrous caps, and these characteristics have been referred to as high risk plaque (HRP) features. It has been proposed that noninvasive identification of atherosclerotic lesions with HRP features in stable patients should help predict the likelihood of adverse outcomes. It is therefore important to identify HRP for prevention of major adverse coronary events (MACE). Such thinking could be of clinical value because relief of luminal stenosis alone does not prevent the likelihood of acute events.
      Intracoronary imaging modalities, including intravascular ultrasound (IVUS) and optical coherence tomography (OCT), have confirmed the histopathological observations and allowed assessment of HRP features in vivo. Whereas IVUS has demonstrated the presence of large plaque burden, echolucent necrotic core, and positive remodeling, OCT has successfully measured the fibrous cap thickness in vivo. Noninvasive imaging with CTA offers the most convenient basis of identification of the HRP characteristics and can be used to predict plaques that could cause acute events.
      • Cantoni V.
      • Green R.
      • Acampa W.
      • et al.
      Long-term prognostic value of stress myocardial perfusion imaging and coronary computed tomography angiography: a meta-analysis.
      ,
      • Chow B.J.
      • Small G.
      • Yam Y.
      • et al.
      Incremental prognostic value of cardiac computed tomography in coronary artery disease using CONFIRM: COroNary computed tomography angiography evaluation for clinical outcomes: an InteRnational Multicenter registry.
      ,
      • Min J.K.
      • Labounty T.M.
      • Gomez M.J.
      • et al.
      Incremental prognostic value of coronary computed tomographic angiography over coronary artery calcium score for risk prediction of major adverse cardiac events in asymptomatic diabetic individuals.
      ,
      • Motoyama S.
      • Sarai M.
      • Harigaya H.
      • et al.
      Computed tomographic angiography characteristics of atherosclerotic plaques subsequently resulting in acute coronary syndrome.
      ,
      • Lee J.M.
      • Choi G.
      • Koo B.K.
      • et al.
      Identification of high-risk plaques destined to cause acute coronary syndrome using coronary computed tomographic angiography and computational fluid dynamics.
      Two CTA characteristics have demonstrated the best association with clinical outcomes up to 10 years of follow-up, and include the presence of low-attenuation plaques (LAP) with <30 HU density and positive remodeling (PR) of ≥110%. The plaques with these two CTA characteristics were called 2-feature-positive plaques (2-FPP); 22.5% of 2-FPP resulted in an acute event over a 2-year follow-up. On the other hand, 2-feature-negative plaques (2-FNP) were associated with benign outcomes with less than 0.5% resulting in acute events (Fig. 2). Multiple other adverse plaque characteristics have been suggested, such as the presence of circumferential necrotic cores (napkin-ring sign) and spotty calcification.
      Fig. 2
      Fig. 2CT angiography for detection of high-risk plaques. (A1) Presence of positive remodeling (yellow arrows) and low attenuation plaques (LAP, red arrow) are the most important determinants of plaque vulnerability. (A2) Stable plaques lack both these features. Major adverse cardiac events by the presence of 1 or both features in a follow up of --- patients for 2 years (A3), and 300 patients for up to 10 years. (A4) Patients with HRP had 45 and 10 folds higher likelihood of adverse outcomes, respectively. Presence of significant stenosis over and above HRP features (A5) and interval progression in plaque magnitude (A6) increased the likelihood of adverse events further. Greater number of adverse plaque characteristics were associated with greater of adverse outcomes (A7) and the HRP characteristics were associated with abnormal fractional flow reserve regardless of luminal stenosis (A8). (B) Potential indicators of inflammation by CTA as a complementary feature for identification of plaque vulnerability. It can be detected either by simultaneous PET imaging with F-18 FDG (that targets macrophage infiltration) (A1 & A2), or by fat attenuation index of perivascular fat (that represents lower prevalence of adipocytes consequent to greater cytokines in neointima) (A3 & A4). Modified from Motoyama et al. JACC 2007, Motoyama et al. JACC 2009, Lee et al. JACC 2019 Ahmadi et al. JACC-Imaging 2018, Rogers et al. JACC-Imaging 2010, Antoniades et al. Lancet 2018.
      Fig. 2
      Fig. 2CT angiography for detection of high-risk plaques. (A1) Presence of positive remodeling (yellow arrows) and low attenuation plaques (LAP, red arrow) are the most important determinants of plaque vulnerability. (A2) Stable plaques lack both these features. Major adverse cardiac events by the presence of 1 or both features in a follow up of --- patients for 2 years (A3), and 300 patients for up to 10 years. (A4) Patients with HRP had 45 and 10 folds higher likelihood of adverse outcomes, respectively. Presence of significant stenosis over and above HRP features (A5) and interval progression in plaque magnitude (A6) increased the likelihood of adverse events further. Greater number of adverse plaque characteristics were associated with greater of adverse outcomes (A7) and the HRP characteristics were associated with abnormal fractional flow reserve regardless of luminal stenosis (A8). (B) Potential indicators of inflammation by CTA as a complementary feature for identification of plaque vulnerability. It can be detected either by simultaneous PET imaging with F-18 FDG (that targets macrophage infiltration) (A1 & A2), or by fat attenuation index of perivascular fat (that represents lower prevalence of adipocytes consequent to greater cytokines in neointima) (A3 & A4). Modified from Motoyama et al. JACC 2007, Motoyama et al. JACC 2009, Lee et al. JACC 2019 Ahmadi et al. JACC-Imaging 2018, Rogers et al. JACC-Imaging 2010, Antoniades et al. Lancet 2018.
      The positive predictive value of HRP characteristics is increased with greater magnitude and number of HRP features and also with the interval progression of HRP features.
      • Cantoni V.
      • Green R.
      • Acampa W.
      • et al.
      Long-term prognostic value of stress myocardial perfusion imaging and coronary computed tomography angiography: a meta-analysis.
      ,
      • Chow B.J.
      • Small G.
      • Yam Y.
      • et al.
      Incremental prognostic value of cardiac computed tomography in coronary artery disease using CONFIRM: COroNary computed tomography angiography evaluation for clinical outcomes: an InteRnational Multicenter registry.
      ,
      • Motoyama S.
      • Sarai M.
      • Harigaya H.
      • et al.
      Computed tomographic angiography characteristics of atherosclerotic plaques subsequently resulting in acute coronary syndrome.
      ,
      • Stone G.W.
      • Maehara A.
      • Lansky A.J.
      • et al.
      A prospective natural-history study of coronary atherosclerosis.
      The larger the LAP volume and more expansive the PR, the greater is the likelihood of plaque rupture. HRP resulting in events demonstrated 2-fold greater expansive remodeling compared to HRP that did not produce MACE; eventful HRP demonstrated 126% remodeling against 113% remodeling of uneventful HRP. The LAP volume was 20 mm3 in plaques resulting in events compared to 1.1 mm3 in the HRP which did not end up in MACE. Plaques with the napkin ring sign contain large necrotic cores and, although infrequent, they are closely associated with OCT-verified thin fibrous caps and future MACE. Furthermore, quantitatively greater extent of adverse plaque characteristics are associated with both increased and earlier events.
      Although it has been tacitly believed that (invasive) angiographically-verified minimally obstructive HRP are usually the precursors of adverse outcomes, studies in which the angiograms were done within 3–6 months of the events revealed more significantly stenotic coronary lesions, reported as wellby the PROSPECT study.
      • Stone G.W.
      • Maehara A.
      • Lansky A.J.
      • et al.
      A prospective natural-history study of coronary atherosclerosis.
      Therefore, the plaques must progress or enlarge (often causing significant luminal compromise) before they rupture and result in an acute event. This phenomenon was observed in serial CTA of almost 450 patients wherein the plaque progression was an important determinant of adverse outcome.
      • Ahmadi A.
      • Argulian E.
      • Leipsic J.
      • Newby D.E.
      • Narula J.
      From subclinical atherosclerosis to plaque progression and acute coronary events: JACC state-of-the-art review.
      It is believed that the few plaques which are associated with adverse events despite relatively mild luminal stenosis usually harbor huge necrotic cores and substantial positive remodeling and could contribute to the hemodynamic turbulence in the luminal flow.
      • Ahmadi A.
      • Stone G.W.
      • Leipsic J.
      • et al.
      Association of coronary stenosis and plaque morphology with fractional flow reserve and outcomes.
      It is also being proposed that HRP characteristics influence the physiology of coronary flow and closely correlate with invasively measured FFR,
      • Ahmadi A.
      • Leipsic J.
      • Ovrehus K.A.
      • et al.
      Lesion-specific and vessel-related determinants of fractional flow reserve beyond coronary artery stenosis.
      • Ahmadi A.
      • Senoner T.
      • Correa A.
      • Feuchtner G.
      • Narula J.
      How atherosclerosis defines ischemia: atherosclerosis quantification and characterization as a method for determining ischemia.
      • Bakhshi H.
      • Meyghani Z.
      • Kishi S.
      • et al.
      Comparative effectiveness of CT-derived atherosclerotic plaque metrics for predicting myocardial ischemia.
      and may constitute the basis of hard events. The resolution of HRP features could influence FFR
      • Kini A.S.
      • Baber U.
      • Kovacic J.C.
      • et al.
      Changes in plaque lipid content after short-term intensive versus standard statin therapy: the YELLOW trial (reduction in yellow plaque by aggressive lipid-lowering therapy).
      ,
      • Kini A.S.
      • Vengrenyuk Y.
      • Shameer K.
      • et al.
      Intracoronary imaging, cholesterol efflux, and transcriptomes after intensive statin treatment: the YELLOW II study.
      and probably the likelihood of events. This might explain why PCI may not be superior to maximal guideline directed medical therapy for the prevention of hard outcomes.
      • Maron D.J.
      • Hochman J.S.
      • Reynolds H.R.
      • et al.
      Initial invasive or conservative strategy for stable coronary disease.

      2.6 Functional significance

      2.6.1 CT derived FFR

      Physiologic Basis of CAD Severity. Current standards for determining the physiologic severity of CAD are invasive fractional flow reserve (FFR) and non-invasive coronary flow reserve (CFR).
      • Driessen R.S.
      • Danad I.
      • Stuijfzand W.J.
      • et al.
      Comparison of coronary computed tomography angiography, fractional flow reserve, and perfusion imaging for ischemia diagnosis.
      Both derive from experimentally defined CFR, stenosis pressure flow fluid dynamic equations, pharmacologic stress, integrated anatomic dimensions to predict pressure gradient or relative stenosis flow reserve and FFR. Evolution from experimental to clinical applications paralleled advancing invasive and non-invasive technologies, and were validated clinically using pressure flow velocity wires, and quantitative positron emission tomography (PET).
      • Johnson N.P.
      • Kirkeeide R.L.
      • Gould K.L.
      History and development of coronary flow reserve and fractional flow reserve for clinical applications.
      PET and/or MRI allow assessment of coronary flow reserve (CFR), coronary flow capacity (CFC), and stress MBF myocardial blood flow cc/min/g (MBF. On the other hand, functional assessment can be made using angiograms, including CTA measurements of FFR (FFRCT), quantitative coronary angiogram FFR (FFRQCA), quantitative flow ratio (QFR), and stenosis flow reserve (SFR). CT-FFR chiefly reflects the degree of stenosis but is also affected by the size of the coronary arteries
      • Johnson N.P.
      • Kirkeeide R.L.
      • Gould K.L.
      Same lesion, different artery, different FFR!?.
      as well as the mass of ventricular myocardium subtended by the stenosis bearing vessel
      • Yang D.H.
      • Kang S.J.
      • Koo H.J.
      • et al.
      Incremental value of subtended myocardial mass for identifying FFR-verified ischemia using quantitative CT angiography: comparison with quantitative coronary angiography and CT-FFR.
      and both these parameters can be accounted for by CT, which may make this parameter more meaningful.
      The relative merits of these metrics depend on personal preference and available technology for invasive versus non-invasive, or directly measured physiology versus anatomy-based calculations. However, two universal characteristics provide objective comparisons and insights into the final criteria of patient benefit. The first is testretest precision defined by the standard deviation of repeat serial measurements in the same subject at the same time. The second is the imprecision of the critical threshold of any metrics in relation to the net benefit of revascularization strategy over medical therapy. Substantial literature shows the utility of CT-FFR.
      • Patel M.R.
      • Norgaard B.L.
      • Fairbairn T.A.
      • et al.
      1-Year impact on medical practice and clinical outcomes of FFRCT: the ADVANCE registry.
      • Fairbairn T.A.
      • Nieman K.
      • Akasaka T.
      • et al.
      Real-world clinical utility and impact on clinical decision-making of coronary computed tomography angiography-derived fractional flow reserve: lessons from the ADVANCE Registry.
      • Collet C.
      • Onuma Y.
      • Andreini D.
      • et al.
      Coronary computed tomography angiography for heart team decision-making in multivessel coronary artery disease.
      Inclusion of FFRCT. This metric involves an integration of computational fluid dynamics, in addition to the anatomical data from coronary CTA, to allow the calculation of a 3-dimensional pressure map (Fig. 3). To facilitate FFRCT, CTA should be performed according to best practice guidelines with heart rate control and administration of sublingual nitroglycerin. Not all CTA examinations are of adequate quality for FFRCT analysis, with artifacts related to misalignment and motion resulting in a higher likelihood of erroneous FFRCT analysis. In clinical practice, 4–10% of CTA examinations are of insufficient quality for analysis.
      Fig. 3
      Fig. 3CT-based assessment of FFR in a complex coronary lesion. A 47-year-old male, a smoker with dyslipidemia, presented with ST-elevation myocardial infarction in the left anterior descending artery territory, and was treated by primary PCI. He had a non-culprit lesion in the right coronary artery (RCA). A coronary computed tomography angiography was acquired in the context of the precise PCI plan study (P3 - NCT03782688). The left panel shows a multiplanar reconstruction of an RCA with severe stenosis and high-risk in the proximal segment of the vessel. The cross-section B, C and D show positive remodelling, low attenuation plaque and plaque rupture (white star). The FFRCT model confirmed the hemodynamic significance of the lesion with a pressure gradient across the stenosis of 0.15 FFRCT units and distal FFRCT of 0.80. In the right panel, the results of the FFRCT Planner are shown after the virtual implantation of 18-mm long stent. The results show complete functional revascularization with a predicted FFR post-PCI of 0.92.
      There have been numerous diagnostic accuracy studies assessing FFRCT compared to invasive FFR. The most recent is the PACIFIC sub-study which showed FFRCT to be the most accurate modality for the discrimination of lesion specific ischemia, with significant improvement in accuracy compared to CTA, SPECT and PET alone.
      • Driessen R.S.
      • Danad I.
      • Stuijfzand W.J.
      • et al.
      Comparison of coronary computed tomography angiography, fractional flow reserve, and perfusion imaging for ischemia diagnosis.
      The area under the receiver operating characteristic curve (AUC) for identification of ischemia-causing lesions was 0.94 in comparison with coronary CTA (0.83, p < 0.01), SPECT 0.70, p < 0.01 and PET (0.87, p < 0.01). The diagnostic accuracy of 46% for FFRCT in the “grey zone” of 0.70–0.80
      • Cook C.M.
      • Petraco R.
      • Shun-Shin M.J.
      • et al.
      Diagnostic accuracy of computed tomography-derived fractional flow reserve : a systematic review.
      has raised concerns, although the FFRCT sensitivity of 87% for invasive FFR values of 0.70–0.80 (92) may be reassuring.
      In addition to accuracy data there is growing evidence of clinical utility; the recently published 90-day outcome data from the ADVANCE (Assessing Diagnostic Value of Non-invasive FFRCT in Coronary Care) registry with over 5000 subjects undergoing FFRCT, demonstrated significant changes to clinical management, with more refined determination of revascularization versus medical management. Building on the 90 day experience,
      • Fairbairn T.A.
      • Nieman K.
      • Akasaka T.
      • et al.
      Real-world clinical utility and impact on clinical decision-making of coronary computed tomography angiography-derived fractional flow reserve: lessons from the ADVANCE Registry.
      the 1 year clinical outcomes of the ADVANCE registry were recently published highlighting the good prognosis associated with a negative FFRct (>0.80) with significantly lower CV death and MI rate amongst those participants as compared to those with a positive FFRCT.
      • Patel M.R.
      • Norgaard B.L.
      • Fairbairn T.A.
      • et al.
      1-Year impact on medical practice and clinical outcomes of FFRCT: the ADVANCE registry.
      Moving beyond outpatient testing for stable CAD, CTA/FFRct to guide decision making in more complicated CAD was evaluated recently in both the SYNTAX II and III trial as an aide to guide complex coronary revascularization. The SYNTAX II study demonstrated that FFRCT may enable improved treatment decision making in patients with complex multivessel CAD compared to CTA alone. The findings highlighted the ability of CTA with FFRCT to generate a non-invasive functional Syntax score that correlates with the invasive gold standard. Introducing the derived functional data appears to moderate the disease overestimation based on anatomy alone, with good correlation between the invasive and non-invasive functional Syntax score, allowing decision making regarding complex revascularization and safe deferral at one year. Subsequently, the SYNTAX III Revolution trial
      • Collet C.
      • Miyazaki Y.
      • Ryan N.
      • et al.
      Fractional flow reserve derived from computed tomographic angiography in patients with multivessel CAD.
      randomized heart teams to determine revascularization treatment decisions based upon invasive coronary angiography vs CTA with FFRCT as needed. It documented a high correlation between the two, with a Cohen’s Kappa of 0.82. In clinical practice FFRCT is also being evaluated in a randomized controlled trial in the UK comparing it to NICE guided standard of care for patients with stable chest pain and will be followed by a larger international trial evaluating FFRCT against traditional testing algorithms in the outpatient setting. These trials will be important for better definition of the clinical role of FFRCT. At present, FFRCT is a reasonable option for informing downstream ICA and treatment planning in patients with moderate to severe single and multivessel disease (30–90% severity) with a limited role in patients with ≥50% left main stenosis or critical triple vessel disease.
      • Ihdayhid A.R.
      • Norgaard B.L.
      • Gaur S.
      • et al.
      Prognostic value and risk continuum of noninvasive fractional flow reserve derived from coronary CT angiography.
      ,
      • Takagi H.
      • Ishikawa Y.
      • Orii M.
      • et al.
      Optimized interpretation of fractional flow reserve derived from computed tomography: comparison of three interpretation methods.
      Other approaches reporting similar results, e.g., machine learning without utilizing computational fluid dynamics,
      • Coenen A.
      • Kim Y.H.
      • Kruk M.
      • et al.
      Diagnostic accuracy of a machine-learning approach to coronary computed tomographic angiography-based fractional flow reserve: result from the MACHINE consortium.
      have been reported but have not yet received approval. On site techniques might improve adoption of CT-FFR more widely but these are still under development for routine clinical use.
      • Kruk M.
      • Wardziak L.
      • Demkow M.
      • et al.
      Workstation-based calculation of CTA-based FFR for intermediate stenosis.
      • Ko B.S.
      • Cameron J.D.
      • Munnur R.K.
      • et al.
      Noninvasive CT-derived FFR based on structural and fluid analysis: a comparison with invasive FFR for detection of functionally significant stenosis.
      • Tang C.X.
      • Liu C.Y.
      • Lu M.J.
      • et al.
      CT FFR for ischemia-specific CAD with a new computational fluid dynamics algorithm: a Chinese multicenter study.

      2.6.2 CT myocardial perfusion

      Similar to other more established modalities, it is possible to use CT to image myocardial enhancement during hyperemia and identify functionally significant CAD (Fig. 4). Static perfusion protocols acquire a single set of images during the first pass of contrast medium through the myocardium and allow for qualitative differentiation of normal and hypo-perfused myocardium. Static perfusion imaging can be performed on most CT systems, and the radiation dose is comparable to a regular CT angiogram. A number of single and multi-center studies have shown that static perfusion imaging has incremental value over CTA for the detection of hemodynamic CAD.
      • Kurata A.
      • Mochizuki T.
      • Koyama Y.
      • et al.
      Myocardial perfusion imaging using adenosine triphosphate stress multi-slice spiral computed tomography: alternative to stress myocardial perfusion scintigraphy.
      • Blankstein R.
      • Shturman L.D.
      • Rogers I.S.
      • et al.
      Adenosine-induced stress myocardial perfusion imaging using dual-source cardiac computed tomography.
      • Ko B.S.
      • Cameron J.D.
      • Meredith I.T.
      • et al.
      Computed tomography stress myocardial perfusion imaging in patients considered for revascularization: a comparison with fractional flow reserve.
      • Bettencourt N.
      • Chiribiri A.
      • Schuster A.
      • et al.
      Direct comparison of cardiac magnetic resonance and multidetector computed tomography stress-rest perfusion imaging for detection of coronary artery disease.
      • Greif M.
      • von Ziegler F.
      • Bamberg F.
      • et al.
      CT stress perfusion imaging for detection of haemodynamically relevant coronary stenosis as defined by FFR.
      • Feuchtner G.
      • Goetti R.
      • Plass A.
      • et al.
      Adenosine stress high-pitch 128-slice dual-source myocardial computed tomography perfusion for imaging of reversible myocardial ischemia: comparison with magnetic resonance imaging.
      • Rief M.
      • Zimmermann E.
      • Stenzel F.
      • et al.
      Computed tomography angiography and myocardial computed tomography perfusion in patients with coronary stents: prospective intraindividual comparison with conventional coronary angiography.
      • Rochitte C.E.
      • George R.T.
      • Chen M.Y.
      • et al.
      Computed tomography angiography and perfusion to assess coronary artery stenosis causing perfusion defects by single photon emission computed tomography: the CORE320 study.
      Because dual-energy CT offers better differentiation of tissues and contrast-enhancement, these systems may provide more accurate static perfusion imaging.
      • Kim S.M.
      • Chang S.A.
      • Shin W.
      • Choe Y.H.
      Dual-energy CT perfusion during pharmacologic stress for the assessment of myocardial perfusion defects using a second-generation dual-source CT: a comparison with cardiac magnetic resonance imaging.
      ,
      • De Cecco C.N.
      • Harris B.S.
      • Schoepf U.J.
      • et al.
      Incremental value of pharmacological stress cardiac dual-energy CT over coronary CT angiography alone for the assessment of coronary artery disease in a high-risk population.
      For dynamic perfusion imaging a series of (low-dose) datasets is acquired during the passage of contrast medium, from which quantitative perfusion parameters can be derived. Dynamic perfusion imaging requires either a 2nd/3rd generation dual-source or wide-detector CT system for complete myocardial coverage in 1 or 2 acquisitions, and is associated with a higher radiation exposure than static perfusion imaging. Dynamic perfusion imaging correlates well with other functional tests and provides incremental value over CTA alone for the detection of functionally significant CAD.
      • Ho K.T.
      • Chua K.C.
      • Klotz E.
      • Panknin C.
      Stress and rest dynamic myocardial perfusion imaging by evaluation of complete time-attenuation curves with dual-source CT.
      • Bamberg F.
      • Becker A.
      • Schwarz F.
      • et al.
      Detection of hemodynamically significant coronary artery stenosis: incremental diagnostic value of dynamic CT-based myocardial perfusion imaging.
      • Huber A.M.
      • Leber V.
      • Gramer B.M.
      • et al.
      Myocardium: dynamic versus single-shot CT perfusion imaging.
      • Danad I.
      • Szymonifka J.
      • Schulman-Marcus J.
      • Min J.K.
      Static and dynamic assessment of myocardial perfusion by computed tomography.
      Meta-analyses indicate at least comparable diagnostic accuracy for CT-based perfusion imaging compared to other perfusion imaging modalities
      • Takx R.A.
      • Blomberg B.A.
      • El Aidi H.
      • et al.
      Diagnostic accuracy of stress myocardial perfusion imaging compared to invasive coronary angiography with fractional flow reserve meta-analysis.
      and perhaps a slightly higher accuracy for dynamic compared to static perfusion imaging,
      • Goto Y.
      • Kitagawa K.
      • Uno M.
      • et al.
      Diagnostic accuracy of endocardial-to-epicardial myocardial blood flow ratio for the detection of significant coronary artery disease with dynamic myocardial perfusion dual-source computed tomography.
      ,
      • Lu M.
      • Wang S.
      • Sirajuddin A.
      • Arai A.E.
      • Zhao S.
      Dynamic stress computed tomography myocardial perfusion for detecting myocardial ischemia: a systematic review and meta-analysis.
      ,
      • Pontone G.
      • Andreini D.
      • Guaricci A.I.
      • et al.
      Incremental diagnostic value of stress computed tomography myocardial perfusion with whole-heart coverage CT scanner in intermediate- to high-risk symptomatic patients suspected of coronary artery disease.
      although, no head-to-head comparison has been performed in the same cohort. There are practical advantages to a so-called stress-rest protocol, i.e. lingering contrast from CTA can be avoided by performing the perfusion scan first, yet a rest first protocol makes more sense from a clinical point of view by allowing deferral of the perfusion scan in case of a normal CTA or one showing clearly nonobstructive lesions. In one randomized study, the use of dynamic perfusion imaging after a positive CTA removed the need for noninvasive downstream testing and avoided negative invasive angiograms compared to standard care based on functional testing.
      • Min J.K.
      • Koduru S.
      • Dunning A.M.
      • et al.
      Coronary CT angiography versus myocardial perfusion imaging for near-term quality of life, cost and radiation exposure: a prospective multicenter randomized pilot trial.
      A more recent study using modern scanners with whole heart coverage showed that adding stress CTP to coronary CTA better identified functionally significant CAD with only a small additional radiation dose.
      • Nakamura S.
      • Kitagawa K.
      • Goto Y.
      • et al.
      Incremental prognostic value of myocardial blood flow quantified with stress dynamic computed tomography perfusion imaging.
      Fig. 4
      Fig. 475 y/o man known for hypertension and dyslipidemia, with recent onset of atypical chest pain and abnormal T waves in anterolateral leads. Panels A, B, C, D: Rest coronary CTA shows severe stenosis of mid LAD (Panel A), subtotal occlusion of second diagonal (B), severe stenosis of first obtuse marginal (C) and moderate stenosis of RCA (D). Panels E to J: Dynamic Stress-CTP, short axis view (E to I) and 2-chamber long axis view (J), show reduced MBF of anterior and anterolateral walls . Panel K, L, M: Invasive coronary angiogram shows severe mid LAD stenosis with positive invasive FFR (panel K), severe obtuse marginal stenosis with positive invasive FFR (Panel L), and moderate RCA stenosis with negative invasive FFR (Panel M). CTA: coronary computed tomography angiography; LAD: left anterior descending artery; D2: second diagonal branch; OM: obtuse marginal branch; RCA: right coronary artery; CTP: computed tomography perfusion; MBF: myocardial blood flow; ICA: invasive coronary angiography; FFR: fractional flow reserve. [Courtesy of Dr A. Baggiano and Dr G. Pontone].
      Dynamic CTP allows quantification of myocardial blood flow and this has an incremental value over CTA for diagnosis as well as risk stratification of patients with stenosis on CTA.
      • Yang J.
      • Dou G.
      • He B.
      • et al.
      Stress myocardial blood flow ratio by dynamic CT perfusion identifies hemodynamically significant CAD.
      Calculation of stress myocardial blood flow ratio (SFR) might improve specificity and diagnostic accuracy of CTA.
      • Yang D.H.
      • Kim Y.H.
      • Roh J.H.
      • et al.
      Diagnostic performance of on-site CT-derived fractional flow reserve versus CT perfusion.
      Head-to-head comparisons of varying combinations of perfusion imaging and CT-FFR techniques as well as meta-analyses of independent cohorts, suggest comparable performance and potentially complementary value of both functional CT applications when added to coronary CTA.
      • Min J.K.
      • Koduru S.
      • Dunning A.M.
      • et al.
      Coronary CT angiography versus myocardial perfusion imaging for near-term quality of life, cost and radiation exposure: a prospective multicenter randomized pilot trial.
      ,
      • Coenen A.
      • Rossi A.
      • Lubbers M.M.
      • et al.
      Integrating CT myocardial perfusion and CT-FFR in the work-up of coronary artery disease.
      ,
      • Ronnow Sand N.P.
      • Nissen L.
      • Winther S.
      • et al.
      Prediction of coronary revascularization in stable Angina: comparison of FFRCT with CMR stress perfusion imaging.
      Studies in patients with stable angina referred to invasive coronary angiography based on coronary CTA, FFRCT and CMR yielded similar overall diagnostic accuracy. FFRCT, had high sensitivity for predicting revascularization but CMR had higher specificity.
      • Sand N.P.R.
      • Veien K.T.
      • Nielsen S.S.
      • et al.
      Prospective comparison of FFR derived from coronary CT angiography with SPECT perfusion imaging in stable coronary artery disease: the ReASSESS study.
      It is important to remember that test performance for all these value added CT modalities depends on the substrate being studied. For example, while FFRCT was more sensitive for diagnosis than SPECT, the overall diagnostic accuracy of FFRCT and SPECT were comparable for hemodynamically significant stenosis in these patients with stable angina referred to angiography.
      • Nakamura S.
      • Kitagawa K.
      • Goto Y.
      • et al.
      Prognostic value of stress dynamic computed tomography perfusion with computed tomography delayed enhancement.
      Although CT-FFR offers practical advantages to both patients and imagers, perfusion imaging remains a potentially valuable alternative particularly when CT-FFR is not available or technically not possible (e.g., suboptimal CTA quality, prior revascularization). In addition, it can be combined with other measures like CT derived delayed enhancement to obtain additional prognostic information.
      • Bom M.J.
      • Driessen R.S.
      • Stuijfzand W.J.
      • et al.
      Diagnostic value of transluminal attenuation gradient for the presence of ischemia as defined by fractional flow reserve and quantitative positron emission tomography.
      Combining physiology through FFRCT and stress-CTP, with anatomy during a CTA study is an evolving area and future studies will provide more granular data about its best use. There is clinical study evidence for some of these approaches while others like TAG have not borne out in terms of clinical utility.
      • Pontone G.
      • Baggiano A.
      • Andreini D.
      • et al.
      Stress computed tomography perfusion versus fractional flow reserve CT derived in suspected coronary artery disease: the PERFECTION study.
      At this stage early head to head studies
      • Taylor A.J.
      • Cerqueira M.
      • Hodgson J.M.
      • et al.
      ACCF/SCCT/ACR/AHA/ASE/ASNC/NASCI/SCAI/SCMR 2010 appropriate use criteria for cardiac computed tomography. A report of the American College of cardiology foundation appropriate use criteria task force, the society of cardiovascular computed tomography, the American College of Radiology, the American heart association, the American society of echocardiography, the American society of nuclear cardiology, the North American society for cardiovascular imaging, the society for cardiovascular angiography and interventions, and the society for cardiovascular magnetic resonance.
      show that both provide clinically meaningful increases in specificity, positive predictive value, and diagnostic accuracy over regular CTA, and FFRCT and stress-CTP, despite some differences in performance are largely comparable.

      2.7 Coronary artery bypass grafts

      CTA is highly accurate for the assessment of coronary artery bypass graft patency. The 2010 multi-societal Appropriate Use Criteria (AUC) defined coronary CTA as “Appropriate” for the evaluation of coronary artery bypass graft (CABG) patency in patients with ischemic symptoms.
      • Barbero U.
      • Iannaccone M.
      • d’Ascenzo F.
      • et al.
      64 slice-coronary computed tomography sensitivity and specificity in the evaluation of coronary artery bypass graft stenosis: a meta-analysis.
      The very high diagnostic accuracy of 64-slice coronary CTA was demonstrated in a recent meta-analysis that evaluated a total of 2482 grafts. Therein, the sensitivity and specificity for the presence of any CABG stenosis >50% were 0.98 (95% CI, 0.97–0.99) and 0.98 (95% CI, 0.96–0.98) with an area under the curve of 0.99.
      • Mushtaq S.
      • Conte E.
      • Pontone G.
      • et al.
      Interpretability of coronary CT angiography performed with a novel whole-heart coverage high-definition CT scanner in 300 consecutive patients with coronary artery bypass grafts.
      Importantly, the accuracy was consistent regardless of graft conduit type (arterial vs. venous). Recent studies suggest that CTA performed using state-of-the art scanners (faster gantry rotation, larger Z-axis coverage, advanced detectors) may have even higher overall diagnostic accuracy (96%).
      • de Graaf F.R.
      • van Velzen J.E.
      • Witkowska A.J.
      • et al.
      Diagnostic performance of 320-slice multidetector computed tomography coronary angiography in patients after coronary artery bypass grafting.
      While CTA is highly accurate for bypass grafts, relatively large structures with minimal calcification and motion, the evaluation of native coronary arteries in patients with prior CABG can be challenging, due to the diffuse, severe nature of underlying CAD in many CABG patients. For example, the sensitivity for detection of stenosis ≥50% in recipient and nongrafted vessels is typically lower (83–90%) in patients with CABG than in patients without prior CABG.
      • Weustink A.C.
      • Nieman K.
      • Pugliese F.
      • et al.
      Diagnostic accuracy of computed tomography angiography in patients after bypass grafting: comparison with invasive coronary angiography.
      ,
      • Mushtaq S.
      • Andreini D.
      • Pontone G.
      • et al.
      Prognostic value of coronary CTA in coronary bypass patients: a long-term follow-up study.
      Importantly, the performance of cardiac CTA to identify “protected” and “unprotected” territories, as defined by the combination of graft and native vessel patency using coronary CTA, has been shown to have important prognostic implications.
      • Choi A.D.
      • Brar V.
      • Kancherla K.
      • et al.
      Prospective evaluation of cardiac CT in reoperative cardiac surgery.
      The decision to perform coronary CTA may depend on the clinical question. If graft patency is the primary goal of the study, coronary CTA is clearly an appropriate and well-validated study. If evaluation of native coronary arteries is the clinical question, then careful attention to image acquisition to ensure optimal image quality using CTA is crucial and functional testing should be considered. CT is also very helpful in planning for CABG, especially during reoperations where retrosternal adhesions and location of the LIMA become important for safe outcomes.
      • Fihn S.D.
      • Gardin J.M.
      • Abrams J.
      • et al.
      ACCF/AHA/ACP/AATS/PCNA/SCAI/STS guideline for the diagnosis and management of patients with stable ischemic heart disease: a report of the American College of cardiology foundation/American heart association task force on practice guidelines, and the American College of physicians, American association for thoracic surgery, preventive cardiovascular nurses association, society for cardiovascular angiography and interventions, and society of thoracic surgeons.

      2.8 Coronary stents

      PCI with intracoronary stent implantation is the most commonly performed technique for coronary revascularization worldwide and post PCI symptoms are frequently encountered. According to current stable chest pain guidelines, functional ischemic testing is generally the preferred method to evaluate symptomatic patients with prior coronary stenting due, in part, to well-documented imaging challenges posed by intracoronary stents when utilizing coronary CTA.
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      ,
      • Montalescot G.
      • Sechtem U.
      • Achenbach S.
      • et al.
      ESC guidelines on the management of stable coronary artery disease: the Task Force on the management of stable coronary artery disease of the European Society of Cardiology.
      ,
      • Hickethier T.
      • Wenning J.
      • Doerner J.
      • Maintz D.
      • Michels G.
      • Bunck A.C.
      Fourth update on CT angiography of coronary stents: in vitro evaluation of 24 novel stent types.
      Factors known to negatively impact the accuracy of coronary CTA in patients with stents include motion and beam hardening artifacts, volume averaging related to stent struts and superimposed calcified plaque that limit lumen visualization in stented segments, and the frequent presence of extensive, calcified, coronary atherosclerosis of non-stented segments. Accordingly, the 2010 multi-societal Appropriate Use Criteria (AUC) defined coronary CTA as “Appropriate” (A) only in asymptomatic patients with prior left main coronary stent implantation ≥3 mm in diameter. Among symptomatic patients, coronary CTA was considered “Uncertain” (U) when nominal stent diameter is ≥ 3 mm and “Inappropriate” (I) in stents <3 mm or of unknown diameter.
      • Barbero U.
      • Iannaccone M.
      • d’Ascenzo F.
      • et al.
      64 slice-coronary computed tomography sensitivity and specificity in the evaluation of coronary artery bypass graft stenosis: a meta-analysis.
      The accuracy of 64-slice coronary CTA to detect potentially flow-limiting stenosis (≥50% lumen diameter) within stented segments is generally lower as compared to non-stented segments. Blooming of metallic stent struts has been shown to obscure up to 55% of the lumen within the stented segment, depending on strut thickness, design and image acquisition and reconstruction parameters.
      • Dai T.
      • Wang J.R.
      • Hu P.F.
      Diagnostic performance of computed tomography angiography in the detection of coronary artery in-stent restenosis: evidence from an updated meta-analysis.
      A recent updated meta-analysis assessed per-stent accuracy of ≥64 slice coronary CTA for the detection of in-stent restenosis ≥50% on ICA, across 35 studies involving 2656 patients (4131 stents).
      • Sun Z.
      • Almutairi A.M.
      Diagnostic accuracy of 64 multislice CT angiography in the assessment of coronary in-stent restenosis: a meta-analysis.
      The study demonstrated a per-stent sensitivity, specificity, and positive and negative likelihood ratios (LR+ and LR-) of 0.90 (95% CI, 0.85–0.94), 0.94 (95% CI, 0.91–0.96), LR+ 14.0 (95% CI, 9.6–20.3) and LR- 0.10 (95% CI, 0.07–0.17), suggesting that coronary CTA is accurate for assessing most stents.
      There are important limitations in the evidence supporting the use of CCTA in patients with stents. In the meta-analysis, the authors demonstrated that overall accuracy (especially sensitivity) was significantly reduced by
      • Abbara S.
      • Arbab-Zadeh A.
      • Callister T.Q.
      • et al.
      SCCT guidelines for performance of coronary computed tomographic angiography: a report of the Society of Cardiovascular Computed Tomography Guidelines Committee.
      stent strut thickness ≥100 μm,
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      stent diameter <3.0 mm,
      • Danad I.
      • Szymonifka J.
      • Twisk J.W.R.
      • et al.
      Diagnostic performance of cardiac imaging methods to diagnose ischaemia-causing coronary artery disease when directly compared with fractional flow reserve as a reference standard: a meta-analysis.
      scans performed at heart rates ≥65 bpm and
      • Tonino P.A.
      • De Bruyne B.
      • Pijls N.H.
      • et al.
      Fractional flow reserve versus angiography for guiding percutaneous coronary intervention.
      bifurcation stents. The authors did not report the percentage of non-diagnostic stents or per-patient accuracy and the results were limited by high heterogeneity and publication bias. Prior studies have suggested that up to 11% of stents may be deemed non-evaluable.
      • Yang J.
      • Yang X.
      • De Cecco C.N.
      • et al.
      Iterative reconstruction improves detection of in-stent restenosis by high-pitch dual-source coronary CT angiography.
      Further, studies were performed across a large number of CT platforms, with a minority of patients (11 studies, n = 961) scanned using dual source (n = 380) or ≥64 slice scanners. Finally, most studies used filtered back projection reconstruction as opposed to modern iterative reconstruction.
      Numerous advances in CT technology appear to have significantly improved the diagnostic accuracy of coronary CTA for stent imaging. Specifically, improvements in scanner temporal resolution and detector coverage, development of model-based iterative reconstruction algorithms, improvements to detector and electric circuit design, and the maturation of imaging protocols have been shown to improve the visualization of stented and non-coronary segments.
      • Wan Y.L.
      • Tsay P.K.
      • Chen C.C.
      • et al.
      Coronary in-stent restenosis: predisposing clinical and stent-related factors, diagnostic performance and analyses of inaccuracies in 320-row computed tomography angiography.
      • Tatsugami F.
      • Higaki T.
      • Sakane H.
      • et al.
      Diagnostic accuracy of in-stent restenosis using model-based iterative reconstruction at coronary CT angiography: initial experience.
      • Geyer L.L.
      • Glenn G.R.
      • De Cecco C.N.
      • et al.
      CT evaluation of small-diameter coronary artery stents: effect of an integrated circuit detector with iterative reconstruction.
      • Eisentopf J.
      • Achenbach S.
      • Ulzheimer S.
      • et al.
      Low-dose dual-source CT angiography with iterative reconstruction for coronary artery stent evaluation.
      • Mangold S.
      • Cannao P.M.
      • Schoepf U.J.
      • et al.
      Impact of an advanced image-based monoenergetic reconstruction algorithm on coronary stent visualization using third generation dual-source dual-energy CT: a phantom study.
      As a result, many providers feel increasingly comfortable assessing stents in proximal coronary segments using contemporary scanners, particularly in patients with known stent diameter ≥3.0 mm in whom good heart rate control can be achieved. In such patients, the use of a tube potential ≥100 kVp, sharp reconstruction kernel, model-based iterative reconstruction and very thin slice reconstructions may significantly improve diagnostic accuracy, especially when imaging contemporary stents. Further, most current generation drug-eluting stents have struts <100 μm.
      Advances in the area of spectral, high-definition and photon-counting CT techniques are promising technologies that will likely further improve the evaluation of intracoronary stents using coronary CTA. Highlighting this potential, two recent phantom-based studies, using third-generation dual source
      • Hickethier T.
      • Baessler B.
      • Kroeger J.R.
      • et al.
      Monoenergetic reconstructions for imaging of coronary artery stents using spectral detector CT: in-vitro experience and comparison to conventional images.
      or 128-slice spectral detector
      • Andreini D.
      • Mushtaq S.
      • Pontone G.
      • et al.
      CT perfusion versus coronary CT angiography in patients with suspected in-stent restenosis or CAD progression.
      imaging, demonstrated that compared to conventional polychromatic reconstructions, lumen visualization within stents was significantly improved using mono-energetic reconstructions >130 keV. Finally, the addition of physiologic information during CTA might significantly increase the number of patients with evaluable information and improve diagnostic accuracy while assessing coronary stents. For example, The diagnostic accuracy of CTP was significantly higher than that of coronary CTA (75% vs. 30.5%; p < 0.001) and was very high compared to invasive coronary angiography when both CTA and CTP were concordant.
      • Braunwald E.
      • Jones R.H.
      • Mark D.B.
      • et al.
      Diagnosing and managing unstable angina. Agency for health care policy and research.

      3. Guidelines and pre-test probability

      3.1 2016 NICE guidelines

      Risk determination and the calculation of pre-test probability (PTP) of obstructive CAD have been the bedrock of chest pain guidelines for the last 25 years,
      • NICE
      Chest Pain of Recent Onset: Assessment and Diagnosis of Recent Onset Chest Pain or Discomfort of Suspected Cardiac Origin.
      but, controversially, have been removed from the most recent 2016 UK National Institute for Healthcare Excellence (NICE) guidelines for the assessment of chest pain of recent onset.
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      The previous (2010) NICE chest pain guideline, based on a modified Diamond and Forrester (DF) score,
      • Fihn S.D.
      • Blankenship J.C.
      • Alexander K.P.
      • et al.
      ACC/AHA/AATS/PCNA/SCAI/STS focused update of the guideline for the diagnosis and management of patients with stable ischemic heart disease: a report of the American College of cardiology/American heart association task force on practice guidelines, and the American association for thoracic surgery, preventive cardiovascular nurses association, society for cardiovascular angiography and interventions, and society of thoracic surgeons.
      recommended no further investigations for PTP <10%, coronary artery calcium scoring (CACS) for PTP 10–29%, functional imaging for PTP 30–60% and ICA for PTP 61–90%. Since the publication of the 2010 NICE guidelines, the American College of Cardiology (ACC) guideline was updated in 2012
      • Montalescot G.
      • Sechtem U.
      • Achenbach S.
      • et al.
      ESC guidelines on the management of stable coronary artery disease: the Task Force on the management of stable coronary artery disease of the European Society of Cardiology.
      ,
      • Knuuti J.
      • Wijns W.
      • Saraste A.
      • et al.
      ESC Guidelines for the diagnosis and management of chronic coronary syndromes: the Task Force for the diagnosis and management of chronic coronary syndromes of the European Society of Cardiology (ESC).
      and European Society of Cardiology (ESC) guidelines were updated in 2013
      • Hickethier T.
      • Wenning J.
      • Doerner J.
      • Maintz D.
      • Michels G.
      • Bunck A.C.
      Fourth update on CT angiography of coronary stents: in vitro evaluation of 24 novel stent types.
      and 2019
      • Genders T.S.
      • Steyerberg E.W.
      • Alkadhi H.
      • et al.
      A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension.
      (see 3.2) (
      • Abbara S.
      • Arbab-Zadeh A.
      • Callister T.Q.
      • et al.
      SCCT guidelines for performance of coronary computed tomographic angiography: a report of the Society of Cardiovascular Computed Tomography Guidelines Committee.
      in 3.2)) In these the CAD consortium probability score in the 2013 ESC guideline was used as the basis of PTP assessment but with refinement and incorporation of additional population specific data. In the 2012 ACC guidelines the modified DF was refined using data from the 1979 Coronary Artery Surgery Study (CASS) registry and contemporaneous data from the Duke Databank for Cardiovascular Disease. The ESC guidelines used additional data from the European CAD consortium to underpin their PTP recommendations.
      • Adamson P.D.
      • Hunter A.
      • Williams M.C.
      • et al.
      Diagnostic and prognostic benefits of computed tomography coronary angiography using the 2016 National Institute for Health and Care Excellence guidance within a randomised trial.
      In 2016 the NICE guideline group was tasked with updating the 2010 guidelines using very similar methodology and an anatomic gold standard.
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      The 2016 process looked at 15 validated PTP models, diagnostic accuracy comparing non-invasive investigations to ICA, and the costs for each modality. Further modeling against disease prevalence was undertaken.
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      Ultimately the 2016 guidelines recommended CTA (on a ≥64-slice CT scanner) in all patients with typical or atypical anginal symptoms (or ECG findings consistent with significant CAD in the absence of symptoms) as the first line test, regardless of PTP. Functional imaging was recommended only in those with equivocal CTA, or with known CAD, while ICA was recommended as a third-line investigation or when the functional imaging was non-diagnostic.
      • NICE
      Putting NICE Guidance into Practice. Resource Impact Report: Chest Pain of Recent Onset: Assessment and Diagnosis.
      Ultimately the combination of the strongest negative predictive value of CTA, compared to the gold standard (at both 50% and 70% thresholds), and a comparable positive predictive value compared with alternative modalities, in conjunction with being the least costly investigation, demonstrated that CTA was the most cost-effective first line investigation at all levels of disease prevalence (25%, 45% and 75%). NICE predicted that uptake of their guidelines would save the NHS up to $20 million dollars annually. Early validation of NICE’s 2016 approach against the SCOT-HEART dataset strongly supported the use of CTA as the first line investigation.
      • NICE
      Resource Impact Report: HeartFlow FFRCT for Estimating Fractional Flow Reserve from Coronary CT Angiography (MTG32).
      When comparing patients who met the criteria versus those outside the guideline there was a significant reduction in events in the NICE cohort and, importantly a significant reduction in downstream ICA, compared with no improvement in outcome and an increase in ICA utilization in those who were outside the guidelines.
      • NICE
      Resource Impact Report: HeartFlow FFRCT for Estimating Fractional Flow Reserve from Coronary CT Angiography (MTG32).
      Furthermore, a comparison of the guidelines in the SCOT-HEART and PROMISE populations identified the superiority of the NICE guidelines, with a c-statistic for the identification of obstructive coronary artery disease of 0.634 in the SCOT-HEART population, compared to 0.594 for the ESC guidelines and 0.560 for ACC guidelines.
      • Rubinshtein R.
      • Hamdan A.
      Coronary CTA-based CAD-RADS reporting system and the PROMISE to predict cardiac events.
      NICE also published additional recommendations regarding HeartFlow FFRCT in 2017,
      • Foldyna B.
      • Udelson J.E.
      • Karady J.
      • et al.
      Pretest probability for patients with suspected obstructive coronary artery disease: re-evaluating Diamond-Forrester for the contemporary era and clinical implications: insights from the PROMISE trial.
      following a detailed review of the literature by a separate NICE Medical Technology Assessment Committee (MTAC). The conclusion of the MTAC was that FFRCT was a robust and scientifically valid adjunct to CTA and that if incorporated into the 2016 chest pain of stable onset guidelines had the potential to save a further £9 million savings within 5 years, due to a reduction in the need for downstream ICA.
      • Foldyna B.
      • Udelson J.E.
      • Karady J.
      • et al.
      Pretest probability for patients with suspected obstructive coronary artery disease: re-evaluating Diamond-Forrester for the contemporary era and clinical implications: insights from the PROMISE trial.

      3.2 2019 ESC guidelines

      The 2019 ESC Guidelines for the diagnosis and management of chronic coronary syndromes
      • Genders T.S.
      • Steyerberg E.W.
      • Alkadhi H.
      • et al.
      A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension.
      retained the use of PTP which was based on more contemporary data,
      • Newby D.E.
      • Adamson P.D.
      • Berry C.
      • et al.
      Coronary CT angiography and 5-year risk of myocardial infarction.
      resulting in PTP values approximately one-third of those in previous guidelines. The guideline recommended (Class l) coronary CTA or non-invasive functional imaging as the initial test to evaluate chest pain, depending on the PTP as well as test availability, local expertise and other patient characteristics that influence test performance. In patients with a low clinical CAD likelihood, CTA was the first choice. In addition, coronary CTA was recommended (Class lla) as an alternative to invasive angiography in the setting of an equivocal or non-diagnostic functional imaging test.

      4. Clinical indications for coronary CTA

      4.1 Stable chest pain

      The above data support the accuracy of CTA for the non-invasive evaluation of the presence, extent, and severity of CAD. Importantly, when compared to functional testing techniques, the use of CTA is associated with increased use of preventive medical therapies and a significant reduction in the rate of incident myocardial infarction.
      • Bittencourt M.S.
      • Hulten E.A.
      • Murthy V.L.
      • et al.
      Clinical outcomes after evaluation of stable chest pain by coronary computed tomographic angiography versus usual care: a meta-analysis.
      ,
      • Adamson P.D.
      • Williams M.C.
      • Dweck M.R.
      • et al.
      Guiding therapy by coronary CT angiography improves outcomes in patients with stable chest pain.
      ,
      • Norgaard B.L.
      • Terkelsen C.J.
      • Mathiassen O.N.
      • et al.
      Coronary CT angiographic and flow reserve-guided management of patients with stable ischemic heart disease.
      • Sharma A.
      • Coles A.
      • Sekaran N.K.
      • et al.
      Stress testing versus CT angiography in patients with diabetes and suspected coronary artery disease.
      • Opolski M.P.
      • Staruch A.D.
      • Jakubczyk M.
      • et al.
      CT angiography for the detection of coronary artery stenoses in patients referred for cardiac valve surgery: systematic review and meta-analysis.
      Review of the data supports a relatively low rate of referral to ICA, notably for those patients without any obstructive CAD, without an increased likelihood of undergoing coronary revascularization in the only long term trial.
      • Norgaard B.L.
      • Terkelsen C.J.
      • Mathiassen O.N.
      • et al.
      Coronary CT angiographic and flow reserve-guided management of patients with stable ischemic heart disease.
      The collective data strongly support the achievement of outcomes by CTA which are at least comparable to functional testing, without increasing costs.
      There is a paucity of data relating to CTA accuracy in patients with known CAD who have not had coronary artery bypass grafting (CABG) or percutaneous coronary intervention (PCI), in whom double or triple vessel disease is more likely than in patients without known CAD. In the study discussed in section 2.1, in a high risk population of 391 patients, 38% of whom had known CAD, CTA was superior to SPECT14. Individual vessel CTA analysis is unaffected by the limitations of stress imaging, i.e., the best perfused area would be classified as the normal reference area in SPECT even if supplied by a significantly narrowed vessel, and sufficient stress may not be achieved to evoke ischemia in multiple distributions for both SPECT and SE.

      4.1.1 Stable chest pain -- No known CAD

      It is appropriate to perform CTA as the first line test for evaluating patients with no known CAD who present with stable typical or atypical chest pain, or other symptoms which are thought to represent a possible anginal equivalent (e.g. dyspnea on exertion, jaw pain).
      It is appropriate to perform coronary CTA following a nonconclusive functional test, in order to obtain more precision regarding diagnosis and prognosis, if such information will influence subsequent patient management.
      Coronary CTA is rarely appropriate in very low risk symptomatic patients, such as those <40 years of age who have “non-cardiac symptoms (e.g. chest wall pain, pleuritic chest pain).

      4.1.2 Known CAD (see 4.3 and 4.4 for patients with CABG and stents)

      It is appropriate to perform CTA as a first line test for evaluating patients with known CAD who present with stable typical or atypical chest pain, or other symptoms which are thought to represent a possible anginal equivalent (e.g. dyspnea on exertion, jaw pain).

      4.1.3 Functional imaging

      It may be appropriate to perform CT derived FFR and CT myocardial perfusion Imaging to evaluate the functional significance of intermediate stenoses on CTA (30–70% diameter stenosis).

      4.2 Asymptomatic high risk subjects

      It may be appropriate to perform CTA in selected asymptomatic high risk individuals, especially in those who have a higher likelihood of having a large amount of non-calcified plaque. The presence of predominantly non-calcified plaque is more prevalent in young individuals (age<45–50 years) who have risk factors such as diabetes, HIV, smoking, or a strong family history of premature ASCVD. Other high risk groups include patients with inflammatory conditions (e.g. SLE, RA, or psoriasis), familial hypercholesterolemia, or those working in high hazard occupations. Testing of such asymptomatic individuals should be performed in the context of shared decision making, if there is uncertainty regarding the patient’s need, or benefit for medical therapies. (i.e. statin therapy, PCSK9 inhibitors).

      4.3 Asymptomatic low or intermediate risk

      It is rarely appropriate to perform CTA in low or intermediate risk asymptomatic subjects.

      4.4 Coronary artery bypass grafts

      It is appropriate to perform CTA for evaluation of patients with prior CABG, particularly if graft patency is the primary objective.

      4.5 Coronary stents

      It is appropriate to perform coronary CTA in symptomatic patients with a stent diameter ≥3.0 mm. Measures to improve accuracy of stent imaging should be utilized, to include strict heart rate control (goal <60 bpm), iterative reconstruction, sharp kernel reconstruction, and mono-energetic reconstructions (when available). Protocols to optimize stent imaging should be developed and followed. It may also be appropriate to perform coronary CTA in symptomatic patients with stents <3.0 mm, especially those known to have thin stent struts (<100 μm) in proximal, non-bifurcation locations. The best results are likely to be achieved with the newest generation CT scanners.

      4.6 Preoperative evaluation

      4.6.1 Noncoronary cardiac surgery

      In patients undergoing non-coronary cardiac surgery, invasive angiography is recommended in most patients over the age of 40 years. The diagnostic yield of invasive angiography is generally low, and stress testing may be difficult to perform and interpret in the presence of valvular disease or heart failure. The performance of cardiac CT in this context has been investigated extensively and confirms that CT angiography can rule out CAD accurately in the majority of patients.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      Diagnostic accuracy of multidetector computed tomography coronary angiography in 325 consecutive patients referred for transcatheter aortic valve replacement.
      ,
      • Rossi A.
      • Dharampal A.
      • Wragg A.
      • et al.
      Diagnostic performance of hyperaemic myocardial blood flow index obtained by dynamic computed tomography: does it predict functionally significant coronary lesions?.
      According to a recent meta-analysis, ≥64-slice CT had a sensitivity of 93% and specificity of 90% for the detection of angiographic CAD.
      • Andreini D.
      • Pontone G.
      • Mushtaq S.
      • et al.
      Diagnostic accuracy of multidetector computed tomography coronary angiography in 325 consecutive patients referred for transcatheter aortic valve replacement.
      Because of age and associated atherosclerotic burden, the ability to rule out CAD is lower in patients with aortic stenosis compared to those with other non-coronary condition. CTA may have particular advantages when invasive angiography is associated with increased risk, such as in patients with mobile vegetations on the aortic valve or acute aortic dissection. In the context of transcatheter aortic valve implantation cardiac CTA are routinely performed. Although many scans will show extensive coronary calcification, CAD can be ruled out reliably in a proportion of scans performed for procedure planning.
      • Wichmann J.L.
      • Meinel F.G.
      • Schoepf U.J.
      • et al.
      Absolute versus relative myocardial blood flow by dynamic CT myocardial perfusion imaging in patients with anatomic coronary artery disease.
      ,
      • Andreini D.
      • Magnoni M.
      • Conte E.
      • et al.
      Coronary plaque features on CTA can identify patients at increased risk of cardiovascular events.
      Prior to percutaneous pulmonary valve implantation, cardiac CT may be helpful to assess the proximity of the coronary arteries to anticipate compression by the valvular device.
      It is appropriate to perform CTA for coronary artery evaluation prior to noncoronary cardiac surgery as an equivalent alternative to invasive angiography in selected patients, e.g., low-intermediate probability of CAD, younger patients with primarily non-degenerative valvular conditions.

      4.6.2 Noncardiac surgery

      Cardiac events are a major contributor to peri-operative mortality for non-cardiac surgery. Although debates about the benefit of cardiovascular screening and revascularization before non-cardiac surgery continue, the 2014 guidelines support exercise testing or pharmacological stress testing for patients with an elevated risk of peri-procedural adverse events if it will change management.
      • Fleisher L.A.
      • Fleischmann K.E.
      • Auerbach A.D.
      • et al.
      ACC/AHA guideline on perioperative cardiovascular evaluation and management of patients undergoing noncardiac surgery: executive summary: a report of the American College of cardiology/American heart association task force on practice guidelines. Developed in collaboration with the American College of surgeons, American society of anesthesiologists, American society of echocardiography, American society of nuclear cardiology, heart rhythm society, society for cardiovascular angiography and interventions, society of cardiovascular anesthesiologists, and society of vascular medicine endorsed by the society of hospital medicine.
      Coronary disease detected by CT conveys incremental prognostic value over clinical risk stratification.
      • Hwang J.W.
      • Kim E.K.
      • Yang J.H.
      • et al.
      Assessment of perioperative cardiac risk of patients undergoing noncardiac surgery using coronary computed tomographic angiography.
      ,
      • Ahn J.H.
      • Park J.R.
      • Min J.H.
      • et al.
      Risk stratification using computed tomography coronary angiography in patients undergoing intermediate-risk noncardiac surgery.
      While CTA might be considered an alternative to stress testing for ruling out CAD in selected cases, its value remain uncertain for patients with an expectedly high atherosclerotic disease burden (undergoing high-risk vascular procedures). The 2014 guidelines currently do not recommend CTA, for lack of data.
      • Fleisher L.A.
      • Fleischmann K.E.
      • Auerbach A.D.
      • et al.
      ACC/AHA guideline on perioperative cardiovascular evaluation and management of patients undergoing noncardiac surgery: executive summary: a report of the American College of cardiology/American heart association task force on practice guidelines. Developed in collaboration with the American College of surgeons, American society of anesthesiologists, American society of echocardiography, American society of nuclear cardiology, heart rhythm society, society for cardiovascular angiography and interventions, society of cardiovascular anesthesiologists, and society of vascular medicine endorsed by the society of hospital medicine.
      It is appropriate to perform CTA as an alternative to other noninvasive tests for evaluation of selected patients prior to noncardiac surgery.

      4.6.3 Bypass graft localization prior to redo cardiac surgery

      Patients with prior CABG are at increased risk for injury of patent grafts – especially the LIMA -- and other retrosternal structures during re-sternotomy. Cardiac CT can accurately localize patent grafts to map their proximity or adhesion to the chest wall. This knowledge better prepares the surgeon, who may change the surgical approach or establish peripheral cannulation for cardiopulmonary bypass before re-entry if the risk of injury to the grafts or other retrosternal structures is deemed high. A reduction in re-entry trauma and better clinical outcome has been observed when pre-operative imaging was performed.
      • Imran Hamid U.
      • Digney R.
      • Soo L.
      • Leung S.
      • Graham A.N.
      Incidence and outcome of re-entry injury in redo cardiac surgery: benefits of preoperative planning.
      • Maluenda G.
      • Goldstein M.A.
      • Lemesle G.
      • et al.
      Perioperative outcomes in reoperative cardiac surgery guided by cardiac multidetector computed tomographic angiography.
      • Goldstein M.A.
      • Roy S.K.
      • Hebsur S.
      • et al.
      Relationship between routine multi-detector cardiac computed tomographic angiography prior to reoperative cardiac surgery, length of stay, and hospital charges.
      It is appropriate to perform CTA to visualize grafts and other structures prior to re-do cardiac surgery.

      4.7 Ischemic versus non-ischemic cardiomyopathies

      Cardiac computed tomography is increasingly used in the evaluation of ischemic and non-ischemic cardiomyopathies.
      • Kalisz K.
      • Rajiah P.
      Computed tomography of cardiomyopathies.
      In this context, cardiac CT offers an ability to evaluate the coronary arteries, quantify cardiac chamber size and function, detect morphological abnormalities of the heart, and identify various patterns of late enhancement which may aid diagnose several different types of non-ischemic cardiomyopathies.
      Given the important need of excluding obstructive CAD in patients who present with a new undifferentiated cardiomyopathy, coronary CTA (CTA) is especially helpful in patients with cardiomyopathy in whom there is a need to exclude obstructive CAD. While traditionally invasive angiography has been used for this purpose, several studies have demonstrated a very high diagnostic accuracy of CTA among patients who present with a new cardiomyopathy or left bundle branch block.
      • Andreini D.
      • Pontone G.
      • Pepi M.
      • et al.
      Diagnostic accuracy of multidetector computed tomography coronary angiography in patients with dilated cardlomyopathy.
      ,
      • Bhatti S.
      • Hakeem A.
      • Yousuf M.A.
      • Al-Khalidi H.R.
      • Mazur W.
      • Shizukuda Y.
      Diagnostic performance of computed tomography angiography for differentiating ischemic vs nonischemic cardiomyopathy.
      While coronary CTA is especially helpful for excluding obstructive CAD, the identification of obstructive CAD, when present, provides useful data for patient management decisions. In patients who have non-ischemic cardiomyopathy who are unable to undergo cardiac MRI, cardiac CT can also be used to perform delayed enhancement imaging. Such imaging is often performed 7–10 minutes after the administration of intravenous contrast, and can be used to detect various patterns of late enhancement.
      • Lee H.J.
      • Im D.J.
      • Youn J.C.
      • et al.
      Assessment of myocardial delayed enhancement with cardiac computed tomography in cardiomyopathies: a prospective comparison with delayed enhancement cardiac magnetic resonance imaging.
      • Aikawa T.
      • Oyama-Manabe N.
      • Naya M.
      • et al.
      Delayed contrast-enhanced computed tomography in patients with known or suspected cardiac sarcoidosis: a feasibility study.
      • Deux J.F.
      • Mihalache C.I.
      • Legou F.
      • et al.
      Noninvasive detection of cardiac amyloidosis using delayed enhanced MDCT: a pilot study.
      Coronary CTA is useful for excluding coronary artery disease in patients with suspected non-ischemic cardiomyopathy. In patients with cardiomyopathy, cardiac CT can also provide information on chamber size, function, and morphology.
      In selected patients who have non-ischemic or ischemic cardiomyopathy and who cannot undergo cardiac MRI, late enhancement CT imaging may be performed for detecting infiltrative heart disease or scar. Such imaging may be performed if it has the potential to impact the diagnosis and/or treatment (e.g. planning for ablation therapy)

      4.8 Myocardial viability

      Viability imaging with CT relies on the same science that has pharmacokinetic and biological principles that make MRI viability testing feasible. Iodine-based CT contrast agent, like gadolinium-based agents, is an extracellular contrast agent and accumulates in areas of increased extracellular volume in the equilibrium phase.
      • Kim R.J.
      • Wu E.
      • Rafael A.
      • et al.
      The use of contrast-enhanced magnetic resonance imaging to identify reversible myocardial dysfunction.
      Normally the myocardium has modest global extracellular volume resulting in washout of the iodine after first past perfusion. In the setting of regional scar following infarc