1. Quantitative Analysis of
Myocardial Perfusion SPECT
Anatomically Guided by Coregistered
64-Slice Coronary CT Angiography
Piotr J. Slomka et al.
Departments of Imaging and Medicine,
Cedars-Sinai Medical Center
J Nucl Med, Oct 2009
Resident : Apichaya Claimon
Advisor : Rujaporn Chanachai
2. Coronary CT Myocardial perfusion
angiography (CTA) SPECT (MPS)
• precise localization • detect and estimate
and classification of severity of ischemia
coronary artery
plaques + depiction of
coronary anatomy
• Inconclusive results obtained by 1 of the tests ->
sequential testing by both modalities
• Visual analysis of fused MPS and coronary CTA images
-> improve the diagnostic value
• Manual tools for the purpose of combined visual analysis
have been developed
4. Aim of the study
• To develop tool for rapid automatic
– Coregistration
– Visualization
– Combined quantification
Between coronary CTA and MPS ; obtained from stand-
alone scanners in different scanning sessions
• To showed that coregistered MPS–CTA data
can be used to improve quantitative MPS
analysis
6. Patient Selection
• Between October 2005 and May 2007
• Retrospectively 40 consecutive patients
– who underwent myocardial MPS, CTA, and invasive
coronary angiography (ICA) within a 90-d period
• 2 patients excluded ; the relevant imaging data
could not be retrieved
• 22 patients ; evaluation of symptoms
– either chest pain or dyspnea; 8 had prior MI
• 16 patients ; asymptomatic
7. The imaging indications
• post–myocardial infarction (3 cases)
• post–percutaneous coronary intervention risk stratification
(3 cases)
• risk stratification without prior event (10 cases)
• 3 patients excluded ; because of CABG surgery
The remaining 35 patients
• 5 cases, CTA and MPS were performed on the same day
• 20 cases, CTA was performed after MPS
– (range, 1–49 d; median, 9 d)
• 10 cases, MPS was performed after CTA
– (range, 1–73 d; median, 13 d)
9. CT Image Acquisition
Unenhanced CT scan
CT coronary calcium scores
Coronary CTA
Electrocardiogram (ECG)-gated during a 9- to 12-s breath hold
ECG-based dose modulation 40%-80% of the cardiac cycle ; to limit radiation dose
10. Coronary CTA Image Reconstruction
Raw CTA data → retrospectively gated reconstruction
performed at 40%-80% of the R-R interval
Extract coronary arterial trees
using vendors’ software
Transferred to a Windows workstation
for MPS–CTA fusion
11. CTA Image Evaluation
• A coronary CTA reader
– with experienced >300 coronary CTA interpretations
– Unaware of MPS and ICA results
• Evaluate coronary segments > 1.5 mm in diameter
• Evaluate for the presence and degree of stenosis.
• Any stenosis narrowing the luminal diameter by
> 50% or > 70% was recorded.
• If a segment could not be assessed because of
artifacts, no stenosis was recorded.
12. ICA Image Acquisition and Evaluation
• Standard technique of intensive coronary
angiography
• Evaluate by interventional cardiologist, unaware
of coronary CTA and MPS results
• By visual inspection
• Whether luminal diameter
narrowing > 50% or > 70%
was present
13. • Left main stenosis > 50% was
considered as significant for the
LAD and LCX territories
• If present the
ramus intermedius
-> assigned to the
LCX territory.
20. MPS image processing
Validation of Automatic Registration (error analysis)
manual alignment parameters (3 translations and 3 rotations)
Visual alignment was performed without knowledge of the automatic results
22. MPS image processing
2-dimensional/3D textures
Segmented CTA voxel maps → rendered in 3D within QPS
and within the same coordinates as the epicardial 3D surface
display with overlaid MPS function and perfusion
24. CTA-Guided MPS Contour
and Territory Adjustment
• Fused coronary CTA and MPS images were evaluated
with overlaid contours in multiplanar orientations
• If discrepancies between the MPS and CTA valve plane
position -> manually adjust the contour
• Overlaid the default vascular territory boundaries with
the 3D LV MPS surfaces
– with color-coded perfusion information
– and with a coregistered volume-rendered segmented 3D
coronary tree
25. • Adjust vascular territories segment by
segment
– based on a 17-segment American Heart
Association model
– using anatomic information provided by the
coronary CTA
• If adjusted MPS contours or vascular
territories -> repeat QMPS analysis
26.
27. MPS image processing
•perfusion-defect performed individually for
each vessel, 17 segments vascular territory
•total perfusion deficit (TPD) of territory ->
automated quantification in each vessel
•threshold of 2%
•record QMPS before and after adjustments
30. • Of 35 cases with all 3 scans (CTA, MPS,
and ICA) available
– 20 patients underwent CTA after MPS
– 15 underwent MPS after CTA
• In cases performed CTA after MPS
– 11 had equivocal reversible defects on visual
evaluation of MPS
– 9 done CTA because MPS were discordant
with clinical or suspected multivessel disease
31. • In cases underwent MPS after CTA
– 7 had at least 1 nondiagnostic major coronary
segment on CTA
– 4 had maximal luminal stenosis in the LAD
estimated at 50% and considered of
borderline significance
– 4 patients done for assess hypoperfusion
32. • unenhanced CT calcium score ; average
was 942 + 1,530 (range, 0–7,781)
– Heavy calcification (score > 500) in 15/33
33. • 10 cases ; motion artifacts on CTA
• Interpretation difficulties ; 9 cases
• Significant CT disease ; 27/35, with
– 6 LCX lesions
– 11 RCA lesions
– 21 LAD lesions
– 2 left main lesions
• MPS ejection fractions
– 57.4% + 14% (range, 32%-83%) on stress
– 57.2% + 14 (range, 25%-83%) on rest
34. • TID ; 1.15 + 0.14 (range, 0.96–1.4)
MPS findings
• Visually ;
– normal in 3 cases
– probably normal in 3 cases
– borderline in 6 cases
– probably abnormal in 1 case
– abnormal in 22 cases
• Quantitatively; total perfusion deficit (TPD) was
– 16.5% + 12.7% on stress (range, 0%-44%)
– 5.6% + 8.1% on rest (range, 0%-25%)
35. Registration Algorithm
• Speed of automated registration = 1–2 s per study
• The automatic volume registration of motion-frozen MPS
with CTA was successful in
– 33/35 stress
– 34/35 rest studies
as assessed qualitatively
with an overall success rate of 96%
• In 1 patient, registration fail for both stress and rest
– because of the unusually high blood-pool contrast intensity
on coronary CTA
– inadequate matching of assigned blood-pool contrast with the
actual CT value in the blood-pool region
36. • All 3 failed cases were women with small hearts
– (motion-frozen stress diastolic volumes, 29–52 mL on MPS)
• These results were easily corrected by
interactive alignment.
• No significant differences
– between errors in different directions
– or between studies from 2 different systems
37. Accuracy of Automated Alignment
of SPECT and Coronary CTA
for Translations and Rotations
39. Contour and Territory Adjustments
• Adjust
– MPS vascular region definitions 17 studies
– LV contours (valve plane location) 11 studies
• Use coregistered coronary CTA images as a guide
• The territory adjustment
– modified perfusion results for a specific vessel
– but not the overall perfusion deficit per study
– and did not change the global perfusion measure per study
• The MPS contour adjustment
– modified overall TPD in 7 of 35 (20%) of the cases
• by more than 2%.
40. Combined Performance for CAD Detection
Areas Under ROC Curves for Detection of CAD
(>70% Luminal Stenosis) in Individual Vessels
41. ROC curves for disease detection in
individual vessels by partial TPD per vessel
LAD LCX RCA
• Stand-alone MPS (blue)
• CTA-guided MPS (pink)
• * CTA-guided MPS significantly different from stand-alone MPS
50. • Software image fusion of coronary CTA and MPS from
separate or hybrid scanners has been proposed before
• Previous study of MPS-CCTA fusion required manual
alignment
• This study propose fully automatic registration of
coregistered CTA and motion-frozen MPS data obtained
on stand-alone scanners
• CT-guided adjustment of contours and territories on
MPS after image coregistration
• accurate
• success rate 96%
• in as short as 1–2 s
• increases the diagnostic performance (area under the
ROC curves) for the detection of CAD
51. • MPS contours (mitral valve plane position)
– can be adjusted on the basis of the CTA
anatomic volume data
• MPS contour verification
• MPS vascular territories
– can be modified on the basis of coregistered
coronary CTA anatomy
– → the quantitative results can be reassigned
to the correct territories
– → improved diagnostic performance,
especially for LCX and RCA lesions
52. • Combined visual analysis
– size and the severity of the stenosis increase accuracy
– presence of artifacts
• When stand-alone CTA or MPS is insufficient to
diagnose or localize CAD → CTA-guided MPS
quantification have important role
• 3D coronary artery reconstructed from ICA + MPS
surface
– RCA, left main a. can positioned away from myocardium
– misregistration due to brach omission during vv extraction
53. • MPS + unenhanced CT registration from hybrid
scanners
– for attenuation correction
– are already in an approximate alignment and only
small correction is required
• MRI + MPS
– motion on MRI -> presegment MRI heart -> register
with MPS
– cannot applied in this study : only 1 phase of CTA
available
• Multiphase not available for prospective gated CTA
54. • Summed MPS + coronary CTA
– lead to mismatches in the size of the ventricle
• Motion-frozen MPS + coronary CTA
– motion-frozen perfusion image = ED phase
– myocardial dimensions and wall thickness = ED
– better suited for fusion with coronary CTA
• typically reconstructed in 70%-80% phase
– for visualization of the coronary lesions
55. • Hybrid MPS–coronary CTA or PET–coronary CTA
• Not used routinely in cardiac imaging
– because of the difficulty in predicting a priori which patients would
benefit from such combined examination
• even if MPS–CTA scans are obtained on a hybrid
scanner, software coregistration is still required
– because of mismatches in the respiratory phases
• Sequential approach is often applied in clinical practice
– additional scans (CTA or MPS) performed only if the results of the
initial modality are equivocal
– minimization of the cost and radiation dose
– software registration can reliably bring MPS and CTA data into
appropriate alignment
56. Bias in our study population
• patients with
– frequent occurrences of equivocal results from the initial test
– significant discrepancy between initial test interpretation and
clinical suspicion
• in such difficult cases, CTA–MPS image fusion and
subsequent quantitative analysis can be helpful
CTA-guided QMPS
• helpful in RCA and LCX territories
• but did not significantly improve LAD disease detection
• impact of basal contour adjustment on MPS
57. Radiation dose
Mean estimated radiation dose
• CT (CTA and coronary calcium scoring scan) ~ 19.7 mSv
• dual isotope stress–rest MPS scans ~ 24 mSv
Significantly reduced coronary CTA radiation dose by
• acquiring with prospective ECG gating ~ 2–5.8 mSv
• patient-specific algorithm to select the optimal dose-lowering
combination for retrospectively gated acquisitions ~ 8 mSv
• changed standard MPS protocol to 99mTc-sestamibi for both stress
and rest ~ 10 mSv
• Thus, it is possible to perform a combined CTA and MPS study with
the total dose less than 20 mSv, even with CTA retrospective gating.
58. Limitations
• This study : fully automated quantitative analysis and
automated image registration
• But the contour definitions and vascular territory were
manually guided by the coregistered CTA anatomy
– this adjustment can be automated in the future if perform CTA
automatic segmentation
• The success of registration depends on successful MPS
contour determination
– If the contours are incorrectly determined, causing the LV shape
to be grossly distorted -> fail automatic registration
59. • Retrospective study
• Biased population
– high prevalence of equivocal results on the initial
imaging test
– clinical conditions that led to performance of ICA,
MPS, and CTA
• Most of the general MPS population will not
significantly benefit from CTA-mediated contour
and territory adjustments of MPS.
• But these minor population represent cases in
which the CTA-guided MPS quantification could
be clinically useful.
60. CONCLUSION
• Software coregistration of coronary CTA
and MPS images obtained on separate
scanners can be acquired rapidly and
automatically
• allowing CTA-guided contour and vascular
territory adjustment on MPS for improved
quantitative MPS analysis.