added value of hybrid myocardial perfusion spect and ct coronary angiography in the diagnosis of...

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..................................................................................................................................................................................... ..................................................................................................................................................................................... Added value of hybrid myocardial perfusion SPECT and CT coronary angiography in the diagnosis of coronary artery disease Jeroen Schaap 1,2 * , Joris A.H. de Groot 3 , Koen Nieman 4,5 , W. Bob Meijboom 4,5 , S. Matthijs Boekholdt 6 , Robert M. Kauling 1 , Martijn C. Post 1 , Jan A. Van der Heyden 1 , Thom L. de Kroon 7 , Benno J.W.M. Rensing 1 , Karel G.M. Moons 3 , and J. Fred Verzijlbergen 2,8 1 Department of Cardiology, Amphia Hospital, PO Box 90158, 4800 RK, Breda, The Netherlands; 2 Department of Nuclear Medicine, St. Antonius Hospital, Nieuwegein, The Netherlands; 3 Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, The Netherlands; 4 Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands; 5 Department of Radiology, Erasmus Medical Center, Rotterdam, The Netherlands; 6 Department of Cardiology, Academic Medical Center, Amsterdam, The Netherlands; 7 Department of Cardio-Thoracic Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands; and 8 Department of Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands Received 10 March 2014; accepted after revision 17 June 2014; online publish-ahead-of-print 29 July 2014 Aims Hybrid single photon emission computed tomography (SPECT)/coronary computed tomography angiography (CCTA) has only been evaluated for its diagnostic accuracy as a single test in patients suspected of significant coronary artery disease (CAD). Added value of hybrid SPECT/CCTA beyond usual clinical work-up, or use of each of these tests separ- ately, remains unclear. We evaluated the added value of hybrid myocardial perfusion SPECT (SPECT) and CCTA, beyond pre-test likelihood and exercise stress ECG (X-ECG), in the diagnosis of CAD. Methods and results Two hundred and five patients with stable angina pectoris and intermediate-to-high pre-test likelihood were prospect- ively included. All patients underwent clinical history and examination, X-ECG, stress and rest SPECT, coronary calcium scoring (CCS) and CCTA. Fractional flow reserve measurement ,0.80 or a lesion .50% on coronary angiography (CA) served as reference standard for significant CAD. Multiple imputation was used to correct for missing test results (17 –20%). Added value of hybrid SPECT/CCTA to the basic model of pre-test likelihood plus X-ECG was quantified using logistic regression analysis. Model differences were then assessed using differences in C-index and in net reclassifi- cation improvement (NRI). The basic model had a C-index of 0.73 (95%CI 0.66 – 0.80). This significantly increased to 0.85 (95%CI 0.80 – 0.91) by addition of only SPECT, to 0.90 (95%CI 0.85 – 0.94) when adding only CCTA, and to 0.96 (95%CI 0.92 –0.99) when adding hybrid SPECT/CCTA. The accompanying NRIs were 0.82 (95%CI 0.62–1.02), 0.86 (95%CI 0.66 – 1.06) and 1.57 (95%CI 1.11 – 1.59) respectively. Conclusion Current analysis resembles clinical routine of layered testing and shows that hybrid SPECT/CCTA imaging has a substan- tially higher yield than standalone SPECT or CCTA in the diagnostic workup of patients suspected of significant CAD. ----------------------------------------------------------------------------------------------------------------------------------------------------------- Keywords Added value Hybrid imaging Myocardial perfusion SPECT Coronary computed tomography angiography Introduction Patients with a high pre-test likelihood of significant coronary artery disease (CAD) have a class 1A indication for invasive coronary angi- ography (CA). 1 However, only 36% of patients referred for CA prove to suffer from significant CAD. 2 A reliable non-invasive imaging technique that accurately discriminates between the presence or absence of significant CAD in these patients would be of great value. The work-up of patients with anginal complaints in many out- patient clinics routinely starts with exercise stress electrocardio- graphy (X-ECG). 3 Several reports describe the use of coronary calcium scoring (CCS) for diagnostic purposes in symptomatic * Corresponding author. Tel: +31 76 5955593; fax: +31 765954745. E-mail: [email protected] Published on behalf of the European Society of Cardiology. All rights reserved. & The Author 2014. For permissions please email: [email protected]. European Heart Journal – Cardiovascular Imaging (2014) 15, 1281–1288 doi:10.1093/ehjci/jeu135 by guest on October 30, 2014 Downloaded from

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Page 1: Added value of hybrid myocardial perfusion SPECT and CT coronary angiography in the diagnosis of coronary artery disease

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Added value of hybrid myocardial perfusionSPECT and CT coronary angiography in thediagnosis of coronary artery diseaseJeroen Schaap1,2*, Joris A.H. de Groot3, Koen Nieman4,5, W. Bob Meijboom4,5,S. Matthijs Boekholdt6, Robert M. Kauling1, Martijn C. Post1, Jan A. Van der Heyden1,Thom L. de Kroon7, Benno J.W.M. Rensing1, Karel G.M. Moons3,and J. Fred Verzijlbergen2,8

1Department of Cardiology, Amphia Hospital, PO Box 90158, 4800 RK, Breda, The Netherlands; 2Department of Nuclear Medicine, St. Antonius Hospital, Nieuwegein, The Netherlands;3Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, The Netherlands; 4Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands;5DepartmentofRadiology, ErasmusMedicalCenter,Rotterdam,The Netherlands; 6DepartmentofCardiology,AcademicMedicalCenter,Amsterdam,The Netherlands; 7Department ofCardio-Thoracic Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands; and 8Department of Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands

Received 10 March 2014; accepted after revision 17 June 2014; online publish-ahead-of-print 29 July 2014

Aims Hybrid single photon emission computed tomography (SPECT)/coronary computed tomography angiography (CCTA)has only been evaluated for its diagnostic accuracy as a single test in patients suspected of significant coronary arterydisease (CAD). Added value of hybrid SPECT/CCTA beyond usual clinical work-up, or use of each of these tests separ-ately, remains unclear. We evaluated the added value of hybrid myocardial perfusion SPECT (SPECT) and CCTA, beyondpre-test likelihood and exercise stress ECG (X-ECG), in the diagnosis of CAD.

Methodsand results

Two hundred and five patients with stable angina pectoris and intermediate-to-high pre-test likelihood were prospect-ively included. All patients underwent clinical history and examination, X-ECG, stress and rest SPECT, coronary calciumscoring (CCS) and CCTA. Fractional flow reserve measurement ,0.80 or a lesion .50% on coronary angiography (CA)served as reference standard for significant CAD. Multiple imputation was used to correct for missing test results(17–20%). Added value of hybrid SPECT/CCTA to the basic model of pre-test likelihood plus X-ECG was quantifiedusing logistic regression analysis. Model differences were then assessed using differences in C-index and in net reclassifi-cation improvement (NRI). The basic model had a C-index of 0.73 (95%CI 0.66–0.80). This significantly increased to 0.85(95%CI 0.80–0.91) by addition of only SPECT, to 0.90 (95%CI 0.85–0.94) when adding only CCTA, and to 0.96 (95%CI0.92–0.99) when adding hybrid SPECT/CCTA. The accompanying NRIs were 0.82 (95%CI 0.62–1.02), 0.86 (95%CI0.66–1.06) and 1.57 (95%CI 1.11–1.59) respectively.

Conclusion Current analysis resembles clinical routine of layered testing and shows that hybrid SPECT/CCTA imaging has a substan-tially higher yield than standalone SPECT or CCTA in the diagnostic workup of patients suspected of significant CAD.

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -Keywords Added value † Hybrid imaging † Myocardial perfusion SPECT † Coronary computed tomography angiography

IntroductionPatients with a high pre-test likelihood of significant coronary arterydisease (CAD) have a class 1A indication for invasive coronary angi-ography (CA).1 However, only 36% of patients referred for CA proveto suffer from significant CAD.2 A reliable non-invasive imaging

technique that accurately discriminates between the presence orabsence of significant CAD in these patients would be of great value.

The work-up of patients with anginal complaints in many out-patient clinics routinely starts with exercise stress electrocardio-graphy (X-ECG).3 Several reports describe the use of coronarycalcium scoring (CCS) for diagnostic purposes in symptomatic

* Corresponding author. Tel: +31 76 5955593; fax: +31 765954745. E-mail: [email protected]

Published on behalf of the European Society of Cardiology. All rights reserved. & The Author 2014. For permissions please email: [email protected].

European Heart Journal – Cardiovascular Imaging (2014) 15, 1281–1288doi:10.1093/ehjci/jeu135

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patients.4,5 However, current guidelines do not recommend usingthese tests in patients with intermediate-to-high pre-test likelihood(based on gender, age, clinical history and examination).1,6 –8 Assuch, many patients are referred for further non-invasive imaging todefer from CA or to exclude high risk CAD.1,3,9 From all non-invasiveimaging modalities, including myocardial perfusion single photonemission computed tomography (SPECT), positron emission tomog-raphy (PET), CT coronary angiography (CCTA), stress echocardiog-raphy and cardiac MRI, hybrid SPECT or PET/CCTA probably havethe highest diagnostic yield. The non-invasive evidence of absenceor presence of ischaemia on SPECT or PET as a result of a .50% cor-onary luminal loss on CCTA resulted in sensitivity and specificityvalues of 94–96% and 92–100% for the diagnosis of significantCAD.10–15

However, hybrid SPECT/CCTA has only been evaluated for itsdiagnostic accuracy as a single test. But in the routine work-up ofpatients with angina pectoris not only the result of the last imagingprocedure is taken into account, also clinical history, examinationand the results of other tests are always considered to decidewhether or not to perform CA.16 As such, the single test accuracyestimates do not indicate whether pre-test likelihood and X-ECGeither in combination with standalone SPECT, with standaloneCCTA, or with hybrid SPECT/CCTA is the best combination ofdiagnostic procedures in these patients.

We therefore performed a study to evaluate the added value ofhybrid SPECT/CCTA imaging beyond pre-test likelihood, X-ECG,and standalone SPECT or CCTA in patients with an intermediate-to-high pre-test likelihood of significant CAD.

Methods

Patient populationWe prospectively conducted a single centre cross-sectional study, inNieuwegein, the Netherlands. Patients with chest pain symptoms andan intermediate to high pre-test likelihood of CAD were consecutivelyrecruited for this study from September 2010 until December 2011.History was taken by physicians and chest pain was categorized accordingto traditional criteria.3,17–19 Pre-test likelihood was calculated according

to Diamond and Forrester criteria.17 The boundaries for low, intermedi-ate and high pre-test likelihood were set at ,20, 20–80, and .80%respectively.1,17 Exclusion criteria were history of surgical revasculariza-tion (CABG), stent implantation (PCI), unstable cardiac condition,cardiac rhythm other than sinus rhythm, known severe heart failure orvalvular heart disease, (possible) pregnancy, contraindication to receiveiodinated contrast agents andpulmonary conditionprohibiting successfulSPECTorCCTA imaging. The study conformed to theprinciples outlinedin the declaration of Helsinki and was approved by the local ethics com-mittee. Written informed consent was obtained from all patients. Fur-thermore, the study was conducted and reported in accord withSTARD guidelines.20

Diagnostic work-upAt day one of the diagnostic work-up all patients underwent X-ECG orpharmacological stress preceding hybrid stress SPECT and CCTA.Within 14 days, on the second day of the diagnostic work-up, restSPECT acquisition and CA with fractional flow reserve (FFR) measure-ments were scheduled (Figure 1). CA and FFR measurements served asthe reference test for significant CAD (see below). The interpretationof all diagnostic tests occurred blinded for all other modalities. Physicianswere, however, aware of gender, age, and clinical history during each testinterpretation.21

Prior to the first dayof the diagnostic work-up all patients stopped ratelimiting or anti-anginal medications. Stress SPECT, CCS, and CCTA wereacquired on a Hybrid SPECT-CT system, CardioMD gamma camera andBrilliance 64-slice CT scanner (Philips Medical Systems, Best, the Nether-lands). The components share a common table that is aligned to allowsequential image acquisition. Either X-ECG or pharmacological stress(adenosine at standard rate of 0.14 mg/kg/min over 6 min) were per-formed prior to stress SPECT acquisition. Inability to perform bicyclestress testing or failure to reach 85% of the predicted maximum heartrate was reason to switch to pharmacological stress. Directly followingstress SPECTacquisitionCCS andCCTA imagingwasperformed.All par-ticipants presenting with baseline heart rates over 60 bpm received100 mg oral metoprolol tartrate at the start of the stress test precedingSPECT imaging. Patients with an initial heart rate below 60 bpm received50 mg metoprolol tartrate. Pharmacokinetics of oral metoprolol do notallow for an immediate effect that would interfere with X-ECG acquisi-tion. Preceding CCTA additional intravenous metoprolol was adminis-tered to achieve a heart rate below 62 bpm. In patients with a normal

Figure 1: Sequence of diagnostic work-up. X-ECG, exercise stress electrocardiography. SPECT, myocardial perfusion SPECT. CCS, coronarycalcium score. CCTA, CT coronary angiography. CA, invasive coronary angiography.

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stress SPECT (normal perfusion and gated data) no rest SPECT wasacquired. Inability to perform acquisition of prospectively triggeredCCTA (heart rate .62–64 bpm) was reason to exclude patients(N ¼ 31, 15.1%) from the study. For radiation dose saving purposes thestudy protocol did not allow for retrospectively gated CCTA. Mean radi-ation dose for SPECT was 6.3+2.5 mSv and mean radiation dose forCCTA was 4.1+2.2 mSv. CA and FFR measurements were performedin all patients with a completed non-invasive imaging sequence, includingthose with normal non-invasive test results to refrain from any selectionbias. During FFR measurement, distal coronary pressure was measuredwith a pressure guidewire (Certus Wire, Radi Medical Systems,Uppsala, Sweden) during maximal hyperaemia induced by intravenousadenosine. Mean radiation dose for CA was 10.5+4.8 mSv. No compli-cations occurred during non-invasive imaging, CA was complicated byone (0.6%) anaphylactic reaction requiring the administration of clemas-tine and hydrocortisone.

Index testsExercise stress electrocardiographyBicycle stress electrocardiography was performed according to a previ-ously described stepwise protocol.22 All X-ECG results were reviewedin consensus by two experienced physicians blinded for all other diagnos-tic tests. An abnormal X-ECG was defined as ≥0.1 mV horizontal shift ofthe ST segment at 80 ms after the J-point in three consecutive beats.22,23

Non-conclusive X-ECG was defined as typical angina during stress,.30 mmHg decrease in systolic blood pressure, uninterpretable ECGas a result of an unstable baseline or inability to reach at least 85% ofthe predicted heart rate without electrocardiographic evidence ofischaemia. Normal X-ECG wasdefined as the absence of anyof the afore-mentioned criteria. The predicted heart rate was corrected for length,age, and sex, making use of a standardized table.22

Myocardial perfusion SPECTSPECT imaging was performed as previously described using a weight-adjusteddose of400–600 MBqof 99mTc-sestamibi.6 Attenuationcorrec-tion was performed for all images using a non-enhanced CT scan. Stressand rest SPECT images were interpreted in consensus by two experi-enced nuclear medicine physicians blinded for all other diagnostic testsas previously described.6,24,25 In brief, summed stress score andsummed rest score were calculated after scoring for perfusion defectsaccording to a five-point scoring system (0 ¼ normal to 4 ¼ absenceof tracer uptake) and a 17-segment model. Gated data and semi quanti-tative perfusion data were assessed using the QGS/QPS softwarepackage (Cedars-Sinai Medical Centre, Los Angeles, CA, USA). For thedefinition of normal, non-conclusive and abnormal myocardial perfusionon SPECTaccording to segmental scoresweused the definition providedby Abidov et al.24 Only the definition these authors provided for anequivocal SPECT was used to define a SPECT non-conclusive. SPECTwith a non-conclusive perfusion score was regarded abnormal.

Coronary computed tomography angiographyCCTA was acquired with a prospectively ECG-triggered scan mode aspreviously described and according to the guidelines provided by thesociety of cardiovascular computed angiography.26 Prior to CCTA, anon-enhanced scan to calculate the CCS and determine scan lengthwas performed. CCTAs were read in consensus by two experiencedcardiologists blinded for all other diagnostic tests. They categorizedobstructive severity according to a 16-segment model and five categoriesof luminal loss: no CAD (0% area stenosis), mild lesion severity (0–50%area stenosis), intermediate lesion severity (50–70% area stenosis),severe lesions (70–99% area stenosis), and total occlusion. All unevalu-able segments for the category of luminal loss (e.g. due to motion artefact

or severe calcifications) were categorized as non-conclusive. Thenumber of CCTAs non-conclusive due to calcifications was 26 (16.0%).Subsequently a vessel-based analysis was performed from which a diag-nosis on a per-patient level was determined. Vessels were categorizedas abnormal if at least one segment had a percent diameter stenosis.50%. All non-conclusive segments were defined abnormal.

Hybrid SPECT/CCTA imaging analysisAccording to our pre-defined protocol all patients were included inhybrid imaging evaluation. Interpretation was performed in consensusby two independent experienced physicians blinded for X-ECG, CA,and FFR measurements. Vessel-based analysis was performed fromwhich a diagnosis on a per-patient level was determined. The interpret-ation hybrid SPECT/CCTA images led to the categorization of allvessels and patients as normal or abnormal, as we previously describedin detail.13 In brief, concordant normal or abnormal findings by SPECTand CCTA led to a similar interpretation of the hybrid imaging result.In patients with a normal CCTA and a discordant abnormal or non-conclusive SPECT, the hybrid imaging result was defined normal. Inpatients with a non-conclusive CCTA, the normal or abnormal SPECTresultwasdecisive for the hybrid imaging result. In patients with an abnor-malCCTAandadiscordantnormal SPECT,CCTAprevailedonly in thosepatients with a definitely abnormal CCTA. In patients with an abnormalCCTA and a discordant non-conclusive SPECT, the hybrid imagingresult was defined abnormal.27

Reference test: invasive coronary angiographyA FFR measurement ,0.80 was defined abnormal and served as the ref-erence test for significant CAD. FFR measurements were acquired in 104patients (61%) of patients that underwent CA. All other angiograms wereinterpreted in consensus by two experienced cardiologists for obstruct-ive severityaccording toa16-segmentmodel similar to the interpretationof CCTA. Interpretation occurred blinded for all other diagnostic modal-ities. They were aware of age, gender, and clinical history.21 Lesions with.50% obstructive disease were considered abnormal (significant CAD).Vessel-based analysis was performed from which diagnostic accuracy ona per-patient level was determined.

CAwas acquired on Allura catheterization equipment (Philips MedicalSystems, Best, the Netherlands) via femoral or radial artery access.Biplane views were acquired from all major coronary arteries. FFR mea-surements were performed as previously described.28

Statistical analysisFirst, in accordance with recent methodological recommendations, allmissing test results in our study were multiply (10 times) imputed usingregression techniques.29 –31 Then four different logistic regressionmodels were fitted in each of the 10 individual imputed datasets and sub-sequently combined across imputations using Rubin’s Rule,32,33 resultingin four ‘combined’ models. These ‘combined’ models were then used tocalculate the added value measures [i.e. Area under the receiver operat-ing characteristic curve and net reclassification improvement (NRI)] foreach model. To resemble routine clinical work-up34,35 we first fittedthe basic logistic regression model (Model 1) including the pre-test like-lihood of CAD plus X-ECG as independent diagnostic predictors (indextests) and CADpresence (yes/no)based on CAas outcome. The model’sC-index or area under the receiver operating characteristics curve (Rocarea) was computed. The added value of additional imaging tests (i.e.SPECT, CCTA, and hybrid SPECT/CCTA) beyond the basic model wasquantified by consecutively extending the basic model with these testsand assessing the increase in C-index. The models of interest areshown in Table 1. We included CCS in the model evaluating CCTA and

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Hybrid SPECT/CCTA, since acquisition of CCS is commonly performedprior to CCTA and Hybrid SPECT/CCTA. Furthermore, the number ofpatients correctly reclassified after adding the various imaging modalitiesto the basic model, was expressed using the NRI. This measure, summar-izing the reclassification table, is calculated by subtracting the proportionof subjects classified worse by the new model from the proportion ofpatients that is better classified by the new model. As cut-off values forthe reclassification table and related measures, we used three commonCAD probability categories; low (probability ,20%), intermediate(20–80%), and high (.80%) for CAD.1,16,36 Data were analysed usingR (Version 2.13.1).37

Results

Study populationTwo hundred and five adult patients were included in the study.Patient characteristics are displayed in Table 2.

Diagnostic value of pre-test likelihoodand exercise stress electrocardiography(Model 1)In the basic multivariable model for detecting CAD the independentvariables were pre-test likelihood and X-ECG. Pre-test likelihoodalone, used as a continuous variable, had a C-index of 0.67 (0.59–0.74). The combination of pre-test likelihood and X-ECG (Model 1;Table 1) resulted in a C-index of 0.73 (95% CI; 0.66–0.80) (Figure 2).

Added diagnostic value of SPECT, CCTA,and Hybrid SPECT/CCTA (Models 2–4)Adding further imaging techniques, i.e. SPECT, CCTA, and HybridSPECT/CCTA (Models 2–4; Table 1) to the basic model (Model 1;Table 1) resulted in a significant increase in C-index from 0.73(95%CI; 0.66–0.80) to 0.85 (0.80–0.91), 0.90 (0.85–0.94), and0.96 (0.92–0.99), respectively (Figure 2).

Reclassification by Hybrid SPECT/CCTAUsing the basic model (Model 1), the estimated probability of CADwas calculated for each patient. Of the patients with a low estimatedprobability of CAD (,20%, n ¼ 16), 13 did not have significant CAD

(negative predictive value; NPV 81%) (Table 3). In those with a highpredicted probability (.80%, n ¼ 13), eight had significant CAD(positive predictive value; PPV 62%), Table 3. Adding HybridSPECT/CCTA (Model 4) increased the number of patients with esti-mated low probability from 16 to 107, of whom 101 did not have sig-nificant CAD (NPV 94%). The number of high probability patientsincreased from 13 to 97, of whom 91 indeed had significant CAD(PPV 94%). Addition of Hybrid SPECT/CCTA did not change the esti-mated probability class (low, intermediate, or high) in 22 patients(11%). Hybrid SPECT/CCTA correctly increased the estimated diag-nostic probability in 83 patients with CAD, and 89 patients withoutCAD were correctly reclassified to lower probability groups. Fivepatients with CAD were incorrectly reclassified to lower probabilitygroups and six patients without CAD were incorrectly reclassified tohigher probability groups (Table 3). The imaging characteristics ofthese patients who were incorrectly reclassified, were a very challen-ging CCTA (CCS . 800 or motion artifacts) in combination witheither a false positive or false negative SPECT (n ¼ 5), discordantSPECT and CCTA findings (n ¼ 3), or an unavailable reference test(n ¼ 3). The NRI for the addition of hybrid SPECT/CCTA wastherefore 1.57 (95%CI; 1.31–1.83) (Table 3). The NRI for theaddition of SPECT or CCS + CCTA was 0.82 (0.62–1.02) and 0.86(0.66–1.06), respectively.

DiscussionThis study shows that in the clinical work-up of patients with anintermediate-to-high pre-test likelihood, addition of hybrid SPECT/CCTA imaging analysis yields the most accurate diagnosis of the pres-ence or absence of significant CAD (C-index 0.96). Further, additionof hybrid SPECT/CCTA to pre-test information and X-ECG betterreclassifies patients when compared with addition of only SPECTor CCTA (NRI of 1.57 vs. 0.82 and 0.86 respectively).

Non-invasive tests beyond pre-test likelihoods are needed to cor-rectly reclassify patients from high probability to low probability andthus correctly defer them from CA, since the clinical reality is thatonly 36% of patients referred for CA prove to suffer from significantCAD.1,2 In the subset of patients with an intermediate-to-highpre-test likelihood of CAD, the routinely performed X-ECG orCCS alone are not sufficient to provide adequate discrimination

Table 1 Models of interest

Model 1: Probability of coronary artery disease (basic modela) ¼

1/(1 + exp-(22.496 + 0.026 × pre-test likelihood + 1.014 × X-ECG))

Model 2: Probability of coronary artery disease after adding SPECT to Model 1 ¼

1/(1 + exp-(22.186 + 0.008 × pre-test likelihood + 0.800 × X-ECG + 2.2628 × SPECT))

Model 3: Probability of coronary artery disease after CCS and CCTA to Model 1 5

1/(1 + exp-(23.989 + 0.012 × pre-test likelihood + 1.098 × X-ECG + 0.001 × CCS + 3.3160 × CCTA))

Model 4: Probability of coronary artery disease after adding CCS and hybrid SPECT/CCTA to Model 1 ¼

1/(1 + exp-(22.450 – 0.010 × pre-test likelihood + 0.555 × X-ECG + 0.001 × CCS + 5.393 × hybrid SPECT/CCTA))

This table reports the ‘combined’ logistic regression Models 1–4, which were first fitted in each of the 10 individual imputed datasets and subsequently combined across imputationsusing Rubin’s Rule. Pre-test likelihood was used as a continuous variable in all models.X-ECG, exercise stress electrocardiography; SPECT, myocardial perfusion SPECT; CCS, coronary calcium score; CCTA, CT coronary angiography.aBasic model ¼ pre-test likelihood + X-ECG.

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between patients with and without CAD.6,7,38 This is also demon-strated in the current study (C-index of 0.73 and 0.75, respectively,vs. pre-test likelihood alone with a C-index of 0.67. Performance ofstandalone SPECT or CCTA in addition to the aforementionedtests seems much more accurate (C-index of 0.85 and 0.90, respect-ively). However, available literature describes a limited diagnostic ac-curacy of SPECT or CCTA in high pre-test likelihood patients.39 –41

The high negative predictive value of CCTA could be challengeddue to increased amount of coronary calcifications in high pre-test

Figure 2: Areas under the receiver operator characteristicscurves for all diagnostic models. Model 1 (basic model) ¼ Pre-test likelihood + X-ECG, Model 2 ¼ basic model + SPECT,Model 3 ¼ basic model + CCTA, Model 4 ¼ basic model +hybrid SPECT/CCTA. X-ECG, exercise stress electrocardio-graphy. SPECT, myocardial perfusion SPECT. CCTA, CT coronaryangiography.

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Table 2 Characteristics of the patients included in theanalysis, N 5 205

Patient characteristics N (%) Missings(%)

Age (years)a 62.7+9.7 0 (0)

Gender, men/women 127 (62)/78 (38) 0 (0)

Risk factors 0 (0)

Smoking

Current 44 (21)

Past 35 (17)

Hypertension 134 (65)

Diabetes mellitus 35 (17)

Dyslipidaemia 130 (63)

Family history of prematureatherosclerosis

120 (59)

Risk factors ≥3 105 (51)

Medicationb 0 (0)

Acetylsalicylic acid 151 (74)

Betablocker 120 (59)

Calcium channel blocker 43 (21)

Nitrate 36 (18)

Statin 137 (67)

ACE-i/ARB 85 (42)

Diuretic 58 (28)

Angina pectoris 0 (0)

Non-anginal 1 (1)

Atypical 67 (33)

Typical 137 (67)

CaCS Angina class 0 (0)

Class I 14 (7)

Class II 172 (84)

Class III 19 (9)

Class IV 0 (0)

Pre-test likelihoodc 0.87 (0.22–0.95) 0 (0)

Low 0 (0)

Intermediate 90 (44)

High 103 (50)

Unknownd 12 (6)

Exercise stress electrocardiography(N ¼ 158)c

37 (18)d

Normal 119 (58)

Abnormal 43 (21)

Non-conclusive 6 (3)

Coronary calcium score (N ¼ 204)a 536+800 1 (1)

Myocardial perfusion SPECT (N ¼ 204) 1 (1)

Normal 115 (56)

Abnormal 89 (43)

CT coronary angiography (N ¼ 163) 41 (20)

Normal 69 (34)

Abnormal 95 (46)

Hybrid SPECT/CCTA (N ¼ 163) 41 (20)

Normal 91 (44)

Abnormal 73 (36)

Continued

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Table2 Continued

Patient characteristics N (%) Missings(%)

Invasive coronary angiography (N¼ 171)f 34 (17)

Normal 85 (41)

Abnormal 86 (42)

Values are shown as number and percentage unless otherwise noted.ACE-i, angiotensin converting enzyme inhibitor; ARB, angiotensin receptor blocker;CaCS, Canadian Cardiovascular Society.aValues expressed as mean+ standard deviation.bMedication use at time of inclusion until conclusion of the complete diagnosticwork-up.cValues expressed as median (range).dPatients with atypical angina pectoris and .70 years old.eAdenosine stress was performed in 37 (18%) patients prior to stress SPECTacquisition.fOf 7 patients without a completed non-invasive imaging sequence invasive coronaryangiography was acquired with a clinical indication.

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likelihood patients.42,43 Diagnostic performance of SPECT in thesepatients is known to be limited, due to a given amount of non-conclusive SPECT results due to small perfusion defects, inadequateheart rate response or discrepant clinical data (anginal complaintsduring stress or positive X-ECG result).44 The advantage of hybridimaging lies in the compensation for the weak properties of CCTAand SPECT, and the dissolution of non-conclusive results of both asstandalone imaging procedures. As such, to overcome the diagnosticuncertainty in high pre-test likelihood patients and in patients withnon-conclusive imaging results, hybrid SPECT/CCTA has beenproposed.10,27,45

The yet available studies show that when used in isolation this testhas a very promising diagnostic value with a sensitivity 89–99% andspecificity of 67–95%.10 –12 The current study not only confirmsthis finding, but more importantly proofs that hybrid SPECT/CCTAhas added value over standalone SPECT or CCTA in a highpre-test likelihood population. As such hybrid imaging is specificallyrelevant for the subset of patients with continued diagnostic uncer-tainty despite conclusive imaging results or patients with non-conclusive imaging results per se. And it has the potential to guidedecisions on the necessity of revascularization.46

Several limitations to our study should be acknowledged. Recentreports have shown that the model we used to calculate pre-test like-lihood CAD (Diamond and Forrester) heavily overestimates thepresence of CAD.47,48 The presence of a non-sinusal heart rhythmwas an exclusion criterion for our study; in clinical practice this

could constitute a considerable number of patients. Hybrid SPECT/CCTA imaging was scheduled in all patients. However for reasonsof cost-effectiveness and radiation dose saving purposes hybridimaging should not be the primary imaging strategy for all patientspresenting with chest pain symptoms. Also, additional data areneeded to appreciate the benefit of hybrid imaging weighed againstits cost. We had missing test results and are well aware of the factthat missing data rarely occur completely at random and may there-fore hamper the results. However, the number of missing data waslimited and we used multiple imputations to alleviate the problemof missing test results. Three (1.5%) patients had non-conclusiveSPECT results and no significant area stenosis in epicardial coronaryarteries on CCTA, but did prove to suffer from significant CAD.These patients could suffer from microvascular disease whichcannot be completely appreciated by SPECT since it is unable toquantify absolute myocardial perfusion. We chose a FFR cut-offlevel of ,0.80, as the reference standard for significant CAD.However, FFR is not a direct measure of low-flow ischaemia anddoes not reflect absolute perfusion or coronary flow reservewhich are determinants of ischaemia.49 FFR measurements wereavailable in 61% of patients that underwent CA, whereas for the re-mainder we used an anatomical reference test (.50% obstructivedisease as diagnostic for significant CAD), which is known to be im-perfect. According to available literature it is safe to assume thatlesions with ,50% stenosis have no hemodynamic significance.50

FFR measurements were available from 78% of patients with angio-graphically 50–70% and 68% of patients with 70–95% obstructivedisease. We chose a boundary of 20–80% for an intermediate prob-ability of significant CAD; this is supported by available literature.1

However, boundaries of 10–90% or 15–85% are also commonlyused. According to our analysis a boundary of 10–90% would leave24 patients (12%) and a boundary of 15–85% would leave 1 patient(0.5%) with and without CAD in the intermediate group afterhybrid SPECT/CCTA imaging analysis vs. one patient (0.5%) if aboundary of 20–80% was used for intermediate probability. TheNRI of 1.57 for the addition of hybrid SPECT/CCTA is indeed veryhigh. In part, this is explained by the fact that these models includeimaging modalities that evaluate the same characteristics of coronaryartery disease. Also, this high value occurs as a result of the chosenprobability thresholds of 20 and 80%, 176 of 205 patients (86%)are estimated to have an intermediate probability using the basicmodel (pre-test likelihood and X-ECG). The extended model is farbetter in predicting low probability (,20%) and high probability(.80%) patients, thus leading to a high NRI. Healthcare policiesadvocate a stepwise imaging protocol in the diagnostic work-up ofpatients, for radiation dose saving purposes and a cost effective useof diagnostic modalities. As such, a hybrid imaging approach shouldnot be the primary imaging strategy for all patients presenting withangina pectoris.

ConclusionsOur study is the first to demonstrate the added diagnostic value of thecomplementary nature of hybrid SPECT/CCTA imaging. With an ana-lysis resembling clinical routine of layered testing, the impressive diag-nostic accuracyofhybrid SPECT/CCTA beyondX-ECG and SPECTorCCTA is demonstrated in intermediate-to-high pre-test likelihood

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Table 3 Reclassification table according to low (<20%),intermediate (20–80%), and high probability (>80%)groups: basic model (Model 1) vs. hybrid SPECT/CCTA(Model 4)

Model 4: basicmodela 1 hybridSPECT/CCTA

Model 1: basic modela

Probability group for CAD <20% 20–80% >80% Total

Patients with CAD

,20% 1 0 2 3

20–80% 5 0 81 86

.80% 0 0 8 8

Total 6 0 91 97

Patients without CAD

,20% 13 0 0 13

20–80% 84 0 6 90

.80% 4 1 0 5

Total 101 1 6 108

Reclassification improvement is 0.80 among patients with CAD (83–5 of 97) and0.77 among patients without CAD (89–6 of 108), resulting in a net reclassificationimprovement of 0.80 + 0.77 ¼ 1.57 (95% CI; 1.11–1.59).Italicized numbers are patients classified in agreement according to the model withand without hybrid SPECT-CT.X-ECG, exercise stress electrocardiography; SPECT, myocardial perfusion SPECT;CCS, coronary calcium score; CCTA, CT coronary angiography; CAD, coronaryartery disease.aBasic model ¼ pre-test likelihood + X-ECG.

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patients. We show that these patients can be accurately reclassifiedinto low- or high probability groups of CAD, as such deferring themfrom CA and probably indicate revascularization respectively.

Conflict of interest: None declared.

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IMAGE FOCUS. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

doi:10.1093/ehjci/jeu124Online publish-ahead-of-print 27 June 2014

A notch in time: midventricular hypertrophic cardiomyopathyKevin C. Ong*, Jeffrey B. Geske, Kyle W. Klarich, and Rick A. Nishimura

Division of Cardiovascular Diseases, Department of Internal Medicine, Mayo Clinic, Gonda 6, 200 First Street SW, Rochester, MN 55905, USA

* Corresponding author. Tel: +1 507 284 3545; Fax: +1 507 266 7929, Email: [email protected]

Imaging of a 62-year-old woman with hypertroph-ic cardiomyopathy revealed mid-septal hyper-trophy (22 mm), an apical aneurysm (Panel A),and midventricular obstruction (MVO) with anunusual continuous-wave Doppler (CWD)profile (Panel B). Initially, CWD showed an in-crease in midventricular systolic velocities to2.7 m/s (Panels B1 and C1). In midsystole, MVObecame sufficiently severe to cause attenuationof distal flow (Panels B2, double headed arrowand C2) in the plane of CWD interrogation coin-ciding with appearance of a notch (Panel B2, aster-isk). However, proximal flow was still present(Panel C2), indicating that MVO was incompleteas opposed to complete where all flow wouldbe absent. Flow just downstream of obstructionconverges to the vena contracta, where velocityis highest allowing calculation of peak gradient.Since there was dropout of the jet containingvena contracta velocity, the notch actually repre-sented flow velocities in the neck of obstructionand did not represent midventricular gradientswhich continued to increase. Dynamic MVO ledto aprogressive reduction in orifice size, increasedafterload, and a corresponding decrease in proximal midsystolic flow velocities (Panel B2, asterisk) analogous to the lobster claw abnor-mality described in left ventricular outflow tract obstruction.1 Partial relief of MVO in late systole permitted the return of distal flow cor-responding to the second CWD peak velocity (Panels B3 and C3) and continuing into early diastole (Panels B4 and C4), during which time peakflow velocities now represented midventricular gradients. Simultaneous appearance of apical forward flow and mitral inflow is created by anapex–base gradient that persists into early diastole as a result of high apical pressures and relaxation of the left ventricular basal segments.

Conflict of interest: none declared.

Reference1. Sherrid MV, Gunsburg DZ, Pearle G. Mid-systolic drop in left ventricular ejection velocity in obstructive hypertrophic cardiomyopathy—the lobster claw abnormality.

J Am Soc Echocardiogr 1997;10:707–12.

Published on behalf of the European Society of Cardiology. All rights reserved. & The Author 2014. For permissions please email: [email protected].

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