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ORIGINAL ARTICLE
Approach to establishment of a standard index for regionalwashout of a myocardial perfusion agent
Ryo Tanaka • Katuhiko Simada
Received: 18 May 2010 / Accepted: 9 August 2010 / Published online: 11 September 2010
� The Japanese Society of Nuclear Medicine 2010
Abstract
Objective Enhanced washout of 99mTc-SESTAMIBI
(MIBI) is found in the myocardium in patients after acute
myocardial infarction (AMI) or in those with serious
angina. However, a standard index for washout evaluation
in ischemic heart disease has not been established. We
approached the establishment of a standard index for
regional washout in ischemic heart disease and report the
evaluation results of a newly developed washout evaluation
method.
Methods We made a polar map from short-axis myocar-
dial SPECT images and developed a washout index (WO
INDx) based on early and delayed images. The control
group consisted of 10 healthy volunteers and a patient
group of 43 patients with AMI or angina. Three nuclear
cardiology specialists interpreted early and delayed images
and visually graded the regional uptake of MIBI in 17
segments on a polar map, and the washout rate (WR) was
compared with WO INDx.
Results WO INDx and WR in the control group were
1.83 ± 1.95 and 35.59 ± 6.97, respectively. In the AMI
cases the correlation of ejection fraction (EF) and WO
INDx was -0.602, and the correlation of EF and WR was
-0.346. The agreement between observers in the visual
evaluation was high with excellent to moderate agree-
ments. The ROC analysis was performed for WS2 with a
washout score of 2 in the visual evaluation by Observers
1 to 3. The area under the ROC curve (AUC) was 0.934,
0.949 and 0.934 for WO INDx, respectively, and 0.681,
0.662 and 0.656 for WR, respectively, indicating that the
AUC was higher for WO INDx. The sensitivity for WO
INDx was 89.3, 88.9 and 96.3%, respectively, and the
specificity was 88.2, 89.8 and 79.3%, respectively. The
sensitivity for WR was 53.6, 52.8 and 51.9%, respectively,
and the specificity was 87.5, 79.4 and 87.4%, respectively.
These results suggested that WO INDx had higher reli-
ability than WR in terms of sensitivity.
Conclusions The results suggested that the diagnosis
using a new index, WO INDx, calculated from standard-
ized percentage uptakes is more useful than that using the
washout rate determined from the myocardial count in the
MIBI washout evaluation.
Keywords 99mTc-Sestamibi � Washout � Standard index
Introduction
99mTc-sestamibi (MIBI), a myocardial perfusion agent, is
distributed along the blood flow and taken up by myocar-
dial cells. Most of the MIBI is not washed out and is
retained in mitochondria. Myocardial perfusion images
represent the MIBI distribution [1, 2].
However, it has been reported that in the myocardial
perfusion imaging after reperfusion in patients with acute
myocardial infarction (AMI), the delayed SPECT image
tends to have reverse redistribution which is the result of
enhanced washout of MIBI in regions exposed to ische-
mia for a certain period, as compared with normal regions
[3–6].
The significance of enhanced washout of MIBI, as
related to prognosis or therapeutic decision-making in
R. Tanaka (&)
Department of Radiology, Kushiro Sanjikai Hospital,
4-30 Nusamai-Cho, Kushiro, Hokkaido 085-0836, Japan
e-mail: [email protected]
K. Simada
Graduate School of Natural Sciences, Nagoya City University,
Nagoya, Japan
123
Ann Nucl Med (2010) 24:713–719
DOI 10.1007/s12149-010-0416-4
patients after treatment for AMI or those with serious
angina has been recognized.
However, the interval of early or delayed image
acquisition, the visual evaluation criteria and the calcu-
lation method for washout rate (WR) are not standardized
in institutions, and the washout evaluation method is still
debated. In the evaluation method for myocardial wash-
out, WR is generally determined with the following
equation: WR = {(early image - delayed image)/(early
image)} 9 100% [7]. WR using a planar image may be
an effective index when the washout is determined in the
whole myocardium in patients with myocardial disease
[8]. However, since the washout of MIBI is increased
only in a region that is subject to a coronary artery
occlusion in patients with ischemic heart disease associ-
ated with a coronary stenosis, it is difficult to evaluate the
washout using WR in the whole myocardium. Therefore,
the method for assessing washout of MIBI by visual
evaluation using short-axis, horizontal long-axis and ver-
tical long-axis slice images after reconstruction is adopted
in patients with ischemic heart disease associated with a
coronary stenosis [9]. In a different method, a polar map
for short-axis images is used to prepare a coronary artery
dominance map based on the myocardial maximum
counts from the apex to the basal area, and a region with
decreased tracer accumulation is regarded as an abnormal
region in comparison with a normal area with enhanced
washout [10].
However, a standard index for washout evaluation in
ischemic heart disease has not been established. The
establishment of such an index will significantly contribute
to the diagnosis in nuclear cardiology and reduce variation
in the diagnosis among institutions. We developed and
evaluated a new washout evaluation method for the
establishment of a standard index for regional washout in
myocardial ischemia and report the results here.
Materials and methods
Subjects
The control group consisted of 10 healthy volunteers (3
men and 7 women; mean age 37 ± 8 years) without a
previous history of chest pain or any abnormal findings on
ECG, chest X-ray or blood tests. The patient group con-
sisted of 43 patients (31 men and 12 women; mean age
64 ± 13 years). The number with AMI and angina (AP)
were 34 and 9, respectively. The numbers of patients with
AMI in right coronary artery (RCA), left anterior
descending coronary artery (LAD) and left circumflex
coronary artery (LCX) were 16, 11 and 7, respectively.
(1 vessel disease: 16, 2 vessel disease: 13 and 3 vessel
disease: 5). The numbers of patients with AP in RCA, LAD
and LCX were 4, 4 and 1, respectively (1 vessel disease: 8,
2 vessel disease: 0, 3 vessel disease: 1). Before the
examinations, the study was approved by the Institutional
Review Board. We explained the exposure level of MIBI to
healthy volunteers and patients, obtained written informed
consent with full understanding of our study based on the
ethic rules, and carried out the study.
Collection of SPECT images
A SPECT image obtained 1 h after injection of MIBI was
used as an early image with ECG gating. A SPECT image
acquired 6 h after injection of MIBI was used as a delayed
image [11]. Myocardial SPECT images were obtained
using a dual detector gamma camera (E-CAM, Toshiba
Medical Systems Corp.) equipped with a low-medium-
energy general purpose (LMEGP) collimator with an
energy window of 141 keV ± 10% and a 64 9 64 matrix.
Images were acquired over 360�, at 6� every 30 s and 60
projections were collected. SPECT images were recon-
structed with filtered back projection using a ramp filter.
A Butterworth filter was used in the preprocessing step, and
attenuation or scatter correction was not performed. Early
and delayed images were acquired under the same
conditions.
Visual score
Three nuclear cardiology specialists (Observers 1, 2 and 3)
interpreted early and delayed images and visually evalu-
ated the regional uptake of MIBI in 17 segments on a polar
map using the defect score (DS) on a 5-point scale: normal
perfusion, mild reduction in counts-not definitely abnor-
mal, moderate reduction in counts-definitely abnormal,
severe reduction in counts and absent uptake [12]. DS in
each segment was calculated from the score on early image
(early score) and the score on delayed image (delayed
score). The weighted kappa test was used to evaluate the
agreement rate between the observers.
Determination index
The washout score (WS) was calculated from early and
delayed scores obtained in the visual evaluation using (1).
WS was rated on a 4-grade evaluation: 0 (WS0), 1 (WS1),
2 (WS2) and 3 or higher (WS3). Considering variation in
the visual evaluation, WS of 2 points or higher was defined
as abnormal washout in this study and was compared with
the quantitative indices.
WS ¼ Delayed scoreð Þ � Early scoreð Þ ð1Þ
where WS = 0 when WS is negative.
714 Ann Nucl Med (2010) 24:713–719
123
Quantitative indices
In the quantitative evaluation, a polar map was made from
short-axis myocardial SPECT images and divided into 17
segments. Based on data obtained from the 17-segment
polar map, the washout rate (WR) and the washout index
(WO INDx) were calculated from early and delayed ima-
ges. WR was calculated from the mean count in each
segment on early or delayed images using (2). WO INDx
was calculated from the percentage uptake (%uptake) in
each segment on early and delayed images using (3).
Decay correction was performed for delayed images with
the physical half-time. Although the %uptake in each
segment on the polar map is generally a relative value that
is determined from the mean pixel value in each segment
with a maximum pixel value of 100%, %uptake in each
segment on the polar map was restandardized with a
maximum %uptake of 100% in the calculation of WO
INDx.
WR ¼ Early image count � Delayed image count
Early image count
� 100 ð2Þ
WO INDx
¼Early image %uptake
Early image MAX%uptake� 100
� �� Delayed image%uptake
Delayed imageMAX%uptake� 100
� �
Early image %uptake
Early image MAX%uptake� 100
� � � 100
ð3Þ
Results
Control data
In the control group, the mean WR (±S.D.) was
35.59 ± 6.97, and the maximum and minimum values were
47.6 and 25.3, respectively. The mean WO INDx (±S.D.)
was 1.83 ± 1.95, and the maximum and minimum values
were 6.6 and 0, respectively. In %uptake in early images of
the control group, no abnormal region with %uptake of 60%
or lower was observed. No abnormal region with %uptake of
60% or lower was observed in delayed images either.
Although there was a difference in %uptake between early
and delayed images in normal myocardium, no abnormal
myocardial perfusion was observed.
Data for ischemic heart lesions
The mean WR (±S.D.) in ischemic lesions was
36.52 ± 10.68, and the maximum and minimum values
were 66.9 and 9.7, respectively. The mean WO INDx
(±S.D.) was 6.05 ± 7.53, and the maximum and minimum
values were 44.1 and 0, respectively.
We investigated cardiac function and the relation
between WO INDx and WR in the AMI patients in whom
reperfusion treatment was successful. The average period
from PCI operation to SPECT imaging was 10.6 ±
7.6 days. The correlation of cardiac function and extent
score of WO INDx was ejection fraction (EF) in c =
-0.602 (p \ 0.001), end diastolic volume (EDV) in
c = 0.381 (p \ 0.05), end systolic volume (ESV) in
c = 0.374 (p \ 0.05), respectively, with these values all
significant. WR was EF in c = -0.346 (p \ 0.05), EDV in
c = 0.249 (ns), ESV in c = 0.302 (ns), respectively, and
significance was found in only EF.
Agreement for visual evaluation
As for the early score, the agreement was good between
Observers 1 and 2 with the weighted kappa (95% confi-
dence interval [CI]) of 0.716 (0.6630–0.7690), good
between Observers 1 and 3 with 0.7743 (0.7375–0.8110)
and moderate between Observers 2 and 3 with 0.5754
(0.5141–0.6368). As for the delayed score, the agreement
was good between Observers 1 and 2 with 0.8080
(0.7772–0.8388), excellent between Observers 1 and 3 with
0.8254 (0.8259–0.8790), and good between Observers 2
and 3 with 0.7571 (0.7218–0.7924) (Table 1).
Receiver operating characteristic (ROC) analysis
Table 2 shows the results of ROC analysis of quantitative
indices for WS2 in 3 observers. The areas under the ROC
curve (Area Under Curve: AUC) in Observers 1, 2 and 3
were 0.934, 0.949 and 0.934 for WO INDx, respectively, and
0.681, 0.662 and 0.656 for WR, respectively, indicating
higher AUCs for WO INDx. The cutoff values in Observers
1, 2 and 3 were 13.51, 13.75 and 9.90 for WO INDx,
respectively, and 23.2, 26.6 and 23.2 for WO INDx,
respectively, showing that WO INDx was able to more
Table 1 Agreement between the score on the early image and the score on the delayed score in the visual evaluation
Weighted kappa (95% CI) Observer 1 vs. Observer 2 Observer l vs. Observer 3 Observer 2 vs. Observer 3
Early score 0.7160 (0.6630–0.7690) 0.7743 (0.7375–0.8110) 0.5754 (0.5141–0.6368)
Delayed score 0.8080 (0.7772–0.8388) 0.8254 (0.8259–0.8790) 0.7571 (0.7218–0.7924)
High agreements were found between observers
Ann Nucl Med (2010) 24:713–719 715
123
clearly distinguish the stratified classification of visual
evaluation.
Sensitivity and specificity of quantitative indices
The sensitivity and specificity of WO INDx and WR for
WS2 in Observers 1, 2 and 3 were assessed. As for WO
INDx, the sensitivity (95%CI) was 89.3% (77.2–100.0%),
88.9% (74.3–100.0%) and 96.3 (88.4–100.0%), respec-
tively, and the specificity was 88.2% (84.0–92.4%), 89.8%
(85.9–93.6%) and 79.3% (73.7–84.9%), respectively. As
for WR, the sensitivity (95%CI) was 53.6% (19.9–87.2%),
52.8% (16.9–88.7%) and 51.9% (14.4–89.3%), respec-
tively, and the specificity was 87.5% (80.3–94.6%), 79.4%
(69.9–89.2%) and 87.4% (80.2–94.5%), respectively. WO
INDx had higher reliability than WR in terms of specific-
ity. The 95% CI was calculated using the variance in view
of correlation among 17 segments in each subject (cluster
structure) [13].
In addition, potential differences in the sensitivity and
specificity were tested between WO INDx and WR. Dif-
ferences in the sensitivity between WO INDx and WR
were 0.357 (p = 0.024), 0.361 (p = 0.024) and 0.444
(p = 0.034) in Observers 1 to 3, and significant differences
were found in 3 observers. Differences in the specificity
between WO INDx and WR were 0.007 (p = 0.862), 0.104
(p = 0.062) and -0.081 (p = 0.097) in Observers 1 to 3,
and no significant difference was seen in any observer
(Table 3). The tests for differences in the sensitivity and
specificity and the calculation of CI on difference were
performed using the method in view of correlation among
17 segments in each subject (cluster structure) [14].
Case report
A woman aged 69 years was urgently transported to hos-
pital because of AMI. Since 100% stenosis was found in
segment 7 of the left coronary artery, percutaneous
coronary intervention (PCI) was performed and the stenosis
rate was improved to 0%. The early myocardial perfusion
image after 1 week showed slightly reduced accumulation
in the apex as well as the apical anterior to antero-lateral
regions. The delayed image showed decreased accumula-
tion due to enhanced washout, which corresponded to the
infarct-related coronary artery. In the visual evaluation,
abnormal washout was found in 7 regions. When the
washout was determined from the mean cutoff value for
WS2 in the WO INDx evaluation, abnormal washout was
found in 7 abnormal regions which corresponded to the
regions in the visual evaluation. However, when the
abnormal washout was determined from the mean cutoff
values for WR, abnormal washout was found in all regions,
which did not correspond to the regions in the visual
evaluation (Fig. 1).
Discussion
After uptake into the myocardium along blood flow, most
MIBI is not washed out and remains in the myocardium [1,
2]. With such characteristics, we can identify ischemic
regions before PCI reperfusion in patients with myocardial
infarction. However, enhanced washout was observed in
the subacute phase after reperfusion and a perfusion defect
region on a delayed image could correspond to an ischemic
region before reperfusion. It has been reported that the
recovery of heart function varies depending on the size of
the perfusion defect region on delayed images [7]. In this
study, the WO INDx and the EF showed a stronger cor-
relation than that with WR. If the extent of abnormal WO
INDx increased, reduction of the cardiac function was
suggested, and it was thought to be more clinically useful
than WR. Since a perfusion defect region changes with
time during the subacute phase, it is important to determine
the most suitable timing of image acquisition as well as the
interval of acquisition [10]. In addition, accurate determi-
nation of enhanced washout is needed to correctly evaluate
the prognosis of the myocardium. In this study, we tried to
establish a standard index for enhanced regional washout in
patients with ischemic heart disease and evaluated the
index.
Washout of MIBI is generally calculated from the
counts in collected images or reconstructed images. How-
ever, there are differences in WR evaluation for the normal
region among individuals and a variation in the values for
WR is found. Therefore, a mismatch between WR and
visual evaluation is found in some patients. The compari-
son of WO INDx with WR in the control group indicated
that there was a greater variation in the values for WR
among individuals than in those for WO INDx. It is diffi-
cult to determine a standard index value when the value
Table 2 Results of ROC analysis of the quantitative indexes for WS2
in 3 observers
Observer AUC Sensitivity (%) Specificity (%)
WO INDx
1 0.934 89.30 88.20
2 0.949 88.90 89.80
3 0.934 96.30 79.30
WR
1 0.681 53.60 87.50
2 0.662 52.80 79.40
3 0.656 51.90 87.40
Comparison of WO INDx with WR using AUC, sensitivity and
specificity. AUC was higher for WO INDx than WR
716 Ann Nucl Med (2010) 24:713–719
123
varies widely among individuals. WR has high unevenness
due to individual differences in clinical cases of AMI, and
a discrimination value of abnormal WR cannot be deter-
mined. In this study, we could obtain data without variation
in the evaluation using the standard index for washout that
we developed. Standardization was performed using
%uptake on each polar map of early and delayed images as
an independent variable and realized a decreased difference
among individuals.
The visual evaluation is generally performed with a
maximum count of 100% in a normal region of the myo-
cardium. SPECT quantification is suitable for assessing the
regional uptake and can objectively evaluate the uptake
because a polar map is displayed with relative values (%) to
a maximum count. However, visual semi-quantitative
scoring in each segment decreases the objectivity because of
individual variation. Therefore, it would be appropriate that
the mean value of scores evaluated by three observers or
more is used in the visual semi-quantitative scoring [5, 12].
Information recognized by the eye is unclear in part, and
subjective information is not always consistent with
objective information in all persons. The value varies in
repeated measurements even when made by the same
observer. The signal detection theory [15] is used to purely
measure the sensitivity of the sensory system. Goodenough
et al. [16] applied the signal detection theory to their study
on image assessment and indicated that it was useful for
image assessment. In ROC analysis, the variation among
observers is generally small as compared with the visual
evaluation method, and an ROC curve is analyzed to
evaluate the lesion delectability and the diagnostic per-
formance [17, 18]. Since this study was performed based
on visual evaluation, we assessed the agreement of data
evaluated by three nuclear cardiology specialists and con-
firmed high agreement.
When an ROC curve was used to compare the quanti-
tative indices for WS2 in the visual evaluation, the sensi-
tivity was higher in WO INDx than WR, indicating that
WO INDx had superior sensitivity. When the visual eval-
uation was used as the standard, a newly developed index
(WO INDx) was found to have higher diagnostic perfor-
mance than the conventional index (WR). In other words,
WO INDx provides a perceptual effect that is closer to the
visual evaluation and shows a higher sensitivity of the
sensory system.
Myocardial washout in diffuse cardiac disease is con-
ventionally determined from the myocardial count on a
planar image [19, 20]. However, since in patients with
ischemic heart disease, washout is enhanced in an injured
region of the myocardium as compared with a normal
region, it is difficult to distinguish normal cells from
abnormal cells in the washout evaluation for the whole
myocardium. When an abnormal region with enhanced
myocardial washout is small or when myocardial washout is
Table 3 Tests for differences
in sensitivity and specificity
between WO INDx and WR for
WS2
WO INDx showed higher
sensitivity than WR and a
significant difference between 2
indices was found in sensitivity,
but not in specificity
Observer INDx WR Difference p value Confidence interval on difference
Lower
limit
Upper
limit
Sensitivity
1 0.893 0.536 0.357 0.024 0.051 0.663
2 0.889 0.528 0.361 0.024 0.052 0.67
3 0.963 0.519 0.444 0.031 0.082 0.807
Specificity
1 0.882 0.875 0.007 0.862 -0.073 0.088
2 0.898 0.794 0.104 0.062 -0.001 0.208
3 0.793 0.874 -0.081 0.097 -0.173 0.011
Fig. 1 Comparison of WO INDx and washout rate in a clinical case
Ann Nucl Med (2010) 24:713–719 717
123
slightly increased, it is also difficult to detect an abnormal
region from the whole myocardium using WR. In ischemic
heart disease, such as AMI and angina, stenosis in coronary
artery dominant region decreases the myocardial blood flow
to cause some abnormalities in cellular function. Especially
for MIBI, the washout of MIBI is enhanced at a high rate
when the mitochondrial function remains abnormal [21].
This enhanced washout has been evaluated using a differ-
ence of early image–delayed image based on the visual
score, but the evaluation using the visual score generally
varies among observers and is less objective. In this study, a
large difference in WR among patients is considered as a
factor causing low sensitivity in the evaluation with WR.
Thus, when WR is high in a normal region, it is impossible to
determine whether WR is normal or abnormal even in the
same patient. The analysis with WO INDx that we devel-
oped is characterized by the restandardization of %uptake
and can decrease the variation in WR among individuals.
In this examination, the SPECT image that was acquired
6 h after the tracer infusion was a delayed image [11]. It is
suggested that the image acquired after 6 h reflects an
abnormal area before the AMI reperfusion. The delayed
SPECT image 6 h later influences the image quality due to
the physical half-life of 99mTc. The delayed image of
normal persons was 113 counts on average on the anterior
planar image of the heart, and it was a minimum of 95
counts. There was no case including the clinical cases in
which the problem of image quality deterioration occurred.
In general, a region with %uptake of 60% or less is
generally regarded as an abnormal region and a region with
60% or higher is regarded as a normal region [22, 23].
However, %uptake is largely decreased even in a normal
region in some patients. We have experienced a case in
which no abnormal myocardial region was found although
there was a large difference in %uptake in the normal
region between early image and delayed image in the
control group. In this case, we need to pay attention to an
abnormal value of WO INDx even in a normal region and
should address this issue in the future.
In addition, it may be possible to evaluate mismatch
between myocardial perfusion and fatty acid metabolism or
between stress myocardial perfusion and myocardial per-
fusion at rest using the equation for WO INDx. The display
with %uptake can evaluate the difference between nor-
mal and abnormal regions objectively and quantitatively
regardless of nuclear species and could be used in various
clinical settings.
Conclusions
The results suggested that the diagnosis using a new index,
WO INDx, calculated from standardized percentage
uptakes is more useful than that using the washout rate
determined from the myocardial count in the MIBI wash-
out evaluation.
Acknowledgments We are grateful to three nuclear cardiology
specialists: Dr Futoshi Tadehara, Dr Tokuo Kasai and Dr Muneo
Ohba for their support with the visual evaluation of clinical cases. The
authors appreciate the technical assistance with the statistical analysis
and software development of Takehiro Ishikawa and Tetsuo Hosoya
of FUJIFILM RI Pharma Co., Ltd.
References
1. Carvalho PA, Chiu ML, Kronauge JF, Kawamura M, Jones AG,
Holman BL. Subcellular distribution and analysis of technetium-
99 m-MIBI in isolated perfused rat hearts. J Nucl Med.
1992;32:1516–21.
2. Okada RD, Glover D, Gaffney T, Williams S. Myocardial
kinetics of technetium-99m-hexakisu-2-methoxy-2-methylpro-
pyl-isonitrile. Circulation. 1988;77:491–8.
3. Shih WJ, Miller K, Stipp V, Mazour S. Reverse redistribution on
dynamic exercise and dipyridamole stress technetium-99m-MIBI
myocardial SPECT. J Nucl Med. 1995;36:2053–5.
4. Richter WS, Cordes M, Calder D, Eichstaedt H, Felix R. Washout
and redistribution between immediate and two-hour myocardial
images using technetium-99m sestamibi. Eur J Nucl Med.
1995;22:49–55.
5. Takeishi Y, Sukekawa H, Fujiwara S, Ikeno E, Sasaki Y,
Tomoike H. Reverse redistribution of technetium-99m-sestamibi
following direct PTCA in acute myocardial infarction. J Nucl
Med. 1996;37:1289–94.
6. Tanaka R, Nakamura T, Chiba S, Ono T, Yoshitani T, Miyamoto
A, et al. Clinical implication of reverse redistribution on 99mTc-
sestamibi images for evaluating ischemic heart disease. Ann Nucl
Med. 2006;20:349–56.
7. Peters AM. A unified approach to quantification by kinetic
analysis in nuclear medicine. J Nucl Med. 1993;34:706–13.
8. Kumita S, Seino Y, Cho K, Nakajo H, Toba M, Fukushima Y,
et al. Assessment of myocardial washout of Tc-99m-sestamibi in
patients with chronic heart failure: comparison with normal
control. Ann Nucl Med. 2002;16:237–42.
9. Fujiwara S, Takeishi Y, Hirono O, Fukui A, Okuyama M,
Yamaguchi S, et al. Reverse redistribution of technetium99m-
sestamibi after direct percutaneous transluminal coronary angio-
plasty in acute myocardial infarction: relationship with wall
motion and functional response to dobutamine stimulation. Nucl
Med Commun. 2001;22:1223–30.
10. Tanaka R, Nakamura T. Time course evaluation of myocardial
perfusion after reperfusion therapy by 99mTc-tetrofosmin
SPECT in patients with acute myocardial infarction. J Nucl Med.
2001;42:1351–8.
11. Tanaka R, Fujimori K, Itoh N, Okada N, Nakamura T, Sooma T,
et al. Correlation of risk area and reverse redistribution of 99mTc-
sestamibi SPECT in acute myocardial infarction following direct
PTCA. KAKU IGAKU (Jpn J Nucl Med). 1999;36:229–36 (in
Japanese).
12. Hansen CL, Goldstein RA, Akinboboye OO, Berman DS,
Botvinick EH, Churchwell KB, et al. Myocardial perfusion and
function: single photon emission computed tomography. J Nucl
Cardiol. 2007;14:e39–60.
13. Rao JNK, Scott AJ. A simple method for the analysis of clustered
binary data. Biometrics. 1992;4:577–85.
14. Obuchowski NA. On the comparison of correlated proportions for
clustered data. Stat Med. 1998;17:1495–507.
718 Ann Nucl Med (2010) 24:713–719
123
15. Tanner P, Swets A. A decision-making theory of visual detection.
Psychol Rev. 1954;6:401–9.
16. Goodenough DJ, Rossmann K, Lusted LB. Radiographic appli-
cations of receiver operating characteristic (ROC) curves. Radi-
ology. 1974;110:89–95.
17. Metz CE. ROC methodology in radiologic imaging. Invest
Radiol. 1986;21:720–33.
18. Metz CE. Some practical issues of experimental design and data
analysis in radiological ROC studies. Invest Radiol. 1989;24:
234–45.
19. Nakajima K, Bunko H, Taki J, Shimizu M, Muramori A, Hisada
K. Quantitative analysis of 123I-meta-iodobenzylguanidine
(MIBG) uptake in hypertrophic cardiomyopathy. Am Heart J.
1990;119:1329–37.
20. Merlet P, Valette H, Dubois-Rande JL, Moyse D, Duboc D, Dove
P, et al. Prognostic value of cardiac metaiodobenzylguanidine
imaging in patients with heart failure. J Nucl Med.
1992;33:471–7.
21. Tanaka R, Nakamura T, Kumamoto H, Miura M, Hirabayashi K,
Okamato N, et al. Detection of stunned myocardium in post-
reperfusion cases of acute myocardial infarction. Ann Nucl Med.
2003;17:53–60.
22. Udelson JE, Coleman PS, Metherall J, Pandian NG, Gomez AR,
Griffith JL, et al. Predicting recovery of severe regional ven-
tricular dysfunction: comparison of resting scintigraphy with
201Tl and 99mTc-sestamibi. Circulation. 1994;89:2552–61.
23. Sciagra R, Bolognese L, Rovai D, Sestini S, Santoro GM, Ceri-
sano G, et al. Detecting myocardial salvage after primary PTCA:
early myocardial contrast echocardiography versus delayed
sestamibi perfusion imaging. J Nucl Med. 1999;40:363–70.
Ann Nucl Med (2010) 24:713–719 719
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