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Erschienen in: Journal of Cancer Research and Clinical Oncology 7/2010

Open Access 01.07.2010 | Original Paper

FDG-PET and other imaging modalities for the evaluation of breast cancer recurrence and metastases: a meta-analysis

verfasst von: LingLing Pan, Yuan Han, XiaoGuang Sun, JianJun Liu, Huang Gang

Erschienen in: Journal of Cancer Research and Clinical Oncology | Ausgabe 7/2010

Abstract

Background and purpose

Breast carcinoma is the most common cancer in female patients with a propensity for recurrence and metastases. The accuracy of ultrasound (US), computed tomography (CT), magnetic resonance imaging (MRI), scintimammography (SMM) and positron emission tomography (PET) in diagnosing the recurrent and/or breast cancer has never been systematically assessed, and present systematic review was aimed at this issue.

Methods

MEDLINE and EMBASE were searched for articles dealt with detection of recurrent and/or metastatic breast cancer by US, CT, MRI, SMM or PET whether interpreted with or without the use of CT. Histopathologic analysis and/or close clinical and imaging follow-up for at least 6 months were used as golden reference. We extracted data to calculate sensitivity, specificity, summary receiver operating characteristic curves and area under the curve and to test for heterogeneity.

Result

In 42 included studies, US and MRI had highest pooled specificity (0.962 and 0.929, respectively); MRI and PET had highest pooled sensitivity (0.9500 and 0.9530, respectively). The AUC of US, CT, MRI, SMM and PET was 0.9251, 0.8596, 0.9718, 0.9386 and 0.9604, respectively. Results of pairwise comparison between each modality demonstrated that AUC of MRI and PET was higher than that of US or CT, p < 0.05. No statistical significance was found between MRI and PET. There was heterogeneity among studies and evidence of publication bias.

Conclusion

In conclusion, MRI seemed to be a more useful supplement to current surveillance techniques to assess patients with suspected recurrent and/or metastatic breast cancer. If MRI shows an indeterminate or benign lesion or MRI was not applicable, FDG-PET could be performed in addition.

Introduction

Breast carcinoma is the most common cancer in women in Western Europe and the United States with an incidence highest in the 40–55 age range, and its prevalence is still on the rise (Parker et al. 1997; von Fournier et al. 1993). It accounts for 40,000 and 14,000 deaths yearly in the US and UK, respectively, and that makes it the second cause of cancer death in women in those countries (Parker et al. 1997; American Cancer Society 2002; Cancer Research Campaign 1996). Despite major progress in surgical treatment, radiotherapy, and adjuvant chemotherapy protocols, tumor recurrence and metastasis have remained as a major problem in breast cancer management (Yilmaz et al. 2007). Approximately, the risk for patient of breast cancer to develop recurrence is 7–30% and to suffer distant metastases is 45–90% at some time within the course of their disease (Bongers et al. 2004). The survival of women suffering form recurrence and metastasis is strikingly different: Women with a local recurrence have a 21–36% 5-year relative survival rate (Bongers et al. 2004), while women with distant metastatic disease have a 25% 5-year relative survival rate (Isasi et al. 2005). Early detection and accurate restaging of recurrent breast cancer are important to define appropriate therapeutic strategies and increase the chances of a cure (Schmidt et al. 2008; Radan et al. 2006; Ternier et al. 2006). In addition, distant metastases are the most important prognostic factors in women with breast cancer which changes the intention of therapy from curative to palliative (Landheer et al. 2005). Thus, it is critical to detect recurrence and distant metastases in the follow-up of women with breast cancer.
According to the recommendations of the American Society of Clinical Oncology (ASCO) 2006 update of the breast cancer follow-up and management guidelines in the adjuvant setting, physical examination and mammography should be used routinely in the breast cancer surveillance. Additional imaging methods, such as chest X-ray, bone scans, liver ultrasound (US), computed tomography (CT) scans, positron emission tomography with 18F-fluoro-deoxy-glucose (FDG-PET) scans and breast magnetic resonance imaging (MRI), are not recommended (Khatcheressian et al. 2006). But physical examination and mammography have their limitations, especially for lesions situated deep in the muscle layer, some distance away from the scar or in the axilla (Rissanen et al. 1993). Furthermore, the surgery and radiotherapy could also induce deleterious changes in breast tissue (Stomper et al. 1987; Orel et al. 1992; Dershaw et al. 1992). In such cases, the reliability of the diagnosis might be complemented by the use of the recent conventional anatomic imaging modalities such as US, CT, MRI, scintimammography (SMM) or the whole-body imaging modality FDG-PET, which provides information about the metabolic activity of tumors.
Although extensive researches have been performed with regard to US, CT, MRI, SMM and FDG-PET for the detection of recurrent and metastatic breast cancer, no comprehensive comparison has yet been conducted among all the non-invasive diagnostic tools. Isasi et al. (2005) performed a meta-analysis to assess FDG-PET for the evaluation of breast cancer recurrences and metastases; however, it did not assess other important non-invasive methods—US, CT, MRI, SMM which are widely used both in surveillance and follow-up. Thus, our study aims to perform a comprehensive systematic review to obtain the overall diagnostic performance of US, CT, MRI, SMM and FDG-PET for the detection of recurrent and metastatic breast cancer on a per-patient and a per-lesion basis, which, to our knowledge, had not previously been studied.

Materials and methods

A computer literature search as a comprehensive search (Devillé et al. 2000) of abstracts about studies in human subjects from January 1995 to August 2008 through MEDLINE and EMBASE databases was performed to identify articles about the diagnostic performance of US, CT, MRI, SMM and PET (interpreted with or without the use of CT) for the detection of recurrent and metastatic breast cancer. The following keywords were used: (“US” OR “ultrasound” OR “CT” OR “computed tomography” OR “MRI” OR “magnetic resonance imaging” OR “scintimammography” OR “SMM” OR “PET” OR “positron emission tomography” OR “FDG” OR “fluorodeoxyglucose”) AND (“breast carcinoma” OR “breast cancer” OR “carcinoma of breast” OR “breast neoplasm”) AND (“sensitivity” OR “specificity” OR “false negative” OR “false positive” OR “diagnosis” OR “detection” OR “accuracy”). The China bio-medicine databases were used for Chinese articles with the following keywords: (“US” OR “CT” OR “MRI” OR “scintimammography” OR “SMM” OR “PET” OR “FDG”) AND “breast carcinoma” (in Chinese). Other databases such as Cochrane Library, Cancerlit, and China National Knowledge Infrastructure database were also searched for relevant articles. Carefully extensive cross-checking of the reference lists of all retrieved articles was done to supplement the list of articles.

Selection of studies

The inclusion criteria were as follows: (1) full reports published in English or Chinese, (2) all articles in the published literature, (3) both retrospective and prospective articles, (4) articles dealt with the performance of US, CT, MRI, SMM and PET (alone or in combination, but not in sequence) in recurrent and metastatic breast carcinoma. (5) Only articles confirmed the diagnosis with the reference standard as histopathologic analysis and/or close clinical and imaging follow-up for at least 6 months. (6) Only articles that present sufficient data to calculate the true-positive (TP) and false-negative (FN) values were included. (7) At least 10 patients were included in the article. (8) When data or subsets of data were presented in more than one article, the article with the most details or the most recent articles was chosen. CT studies without contrast agent were excluded. Studies using sequential test combinations (e.g., PET in patients selected on the basis of abnormal US or CT image) were excluded because the selection of patients on the basis of diagnostic test results could have unpredictably modified the estimate of the operative characteristics of the tests themselves (Sackett and Haynes 2002).
Four reviewers, who had at least 3 years work experience in the special fields of US, CT, MRI, SMM or PET, independently checked retrieved articles only in their own fields. To minimize bias in the selection of studies, one reviewer, who had more than 10 years work experience both in oncology and radiology, checked all articles. In case of discordances, a consensus re-review between all reviewers was performed.

Data extraction

Information extracted form each article included first author, study date, simple size, age of subjects, reference standard, unit of analysis (patients or lesions), technical characteristics of each imaging modality, and the number of true positives, false positives, true negatives, and false negatives. Data were extracted independently by the same four observers. Data abstraction was not blinded with regard to unnecessary information such as the authors, the authors’ affiliation, the journal name or year of publication (Berlin 1997). Disagreements were resolved in consensus.

Quality assessment

Quality Assessment of Diagnostic Accuracy Studies (QUADAS) criteria were used to assess the quality of every article (Whiting et al. 2003). The following data were extracted to perform accuracy analyses: (1) clinical characteristics of the study sample described (age, sex, number of patients enrolled, reason for performing particular imaging modality); (2) patient selection (consecutive or not); (3) study type (prospective, retrospective or unknown); (4) independence of test interpretation (blinded or not); (5) verification bias (no bias, limited or considerable: i.e., no bias means all patients or lesions were confirmed by histopathologic analysis; considerable verification bias means only a small number of patients or lesions were confirmed by histopathologic analysis; others were referred to as limited verifications bias).
The following features were also included: As to US, type of probe, probe frequency (MHz) and type of scanning were included. As to CT, the type of scanner (non-helical or helical), section thickness, or use of contrast agent or not were included. And as to MRI imaging, magnetic field strength, type of coil, use of contrast agent or not were included. As to SMM, scanner, contrast agent, contrast dose, collimator were included. As to FDG-PET, amount of tracer, camera model, resolution, attenuation correction and type of analysis (qualitative or quantitative or both) were included. The numbers of TP, FN, false-positive (FP) and true-negative (TN) results in the detection of recurrent and/or metastatic breast cancer were extracted on a per-patient or per-lesion.

Statistical analysis

A random effect model (Fleiss et al. 2003) was used for the primary meta-analysis to obtain a summary estimate for sensitivity and specificity with 95% confidence intervals (CI) of each non-invasive technique. We also calculated summary receiver operating characteristic (SROC) curves and the area under the curve (AUC). In a meta-analysis, each separate study contributes an estimate of true-positive rates (TPR) and false-positive rates (FPR). A graph is made from the TPR and FPR points. The SROC curve is placed over the points to form a smoothed curve which can be achieved using a regression model proposed by Moses et al. (1993). And then, we did Z test to find whether the sensitivity (SE), specificity (SP) and AUC of each modality was significantly different from others or not, if p < 0.05 was considered as statistically significant. All the statistics (sensitivity, specificity, PPV, negative predictive value (NPV), accuracy, SROC, AUC) refer to recurrence and surveillance.
We tested the following items: threshold effects between studies (Deeks 2001) using Spearman correlation coefficients ρ (the cutoff effect was considered present in the case of a ρ value > 0.4; Devillé et al. 2002); heterogeneity using the likelihood ratio χ 2 test (if p < 0.05 was considered having apparent heterogeneity; Fleiss et al. 2003) and I 2 index which is a measure of the percentage of total variation across studies due to heterogeneity beyond chance and takes values between 0 and 100%. Its values over 50% indicate heterogeneity (Huedo-Medina et al. 2006). Publication bias was assessed by funnel plots. Since data on US, CT, MRI or FDG-PET imaging were limited, we did not perform subgroup analyses.
All of the statistical analyses were undertaken using SAS statistical software version 8.2 (SAS Institute Inc., Cary, NC, USA) and Meta-DiSc (Version 1.4) (Zamora et al. 2006). (Meta-DiSc, produced by Javier.zamora, is freeware software to perform systematic review of studies of evaluation of diagnostic and screening tests.)

Results

Literature search and study design characteristics

The computerized search yielded 1,017 primary studies, of which 969 were excluded. The reasons for exclusion were as follows: (a) the aim of the articles was not to reveal the diagnostic value of US, CT, MRI, SMM, FDG-PET (with or without CT) for identification and characterization of recurrent or metastatic breast cancer (n = 817); (b) the reference standard was not used as histopathologic analysis or close clinical and imaging follow-up for at least 6 months (n = 79); (c) data from the article that could be used to construct or calculate TP, FP, TN and FN (n = 39); (d) data from the article come from a combination of different imaging modalities that could not be differentiated for assessment of single tests (n = 32); (e) article was printed more than once, article with smaller population was excluded (n = 2); (f) article that cannot be accessible (n = 3); (g) data included less than 10 patients (n = 3). A total of 43 studies (Yilmaz et al. 2007; Bongers et al. 2004; Schmidt et al. 2008; Radan et al. 2006; Ternier et al. 2006; Rissanen et al. 1993; Bruneton et al. 1986; Lee et al. 1993; Gilles et al. 1993; Dehdashti et al. 1995; Melani et al. 1995; Hagay et al. 1996; Winehouse et al. 1999; Rieber et al. 1997; Drew et al. 1998; Muüller et al. 1998; Moon et al. 1998; Cwikla et al. 1998; Hathaway et al. 1999; Qayyum et al. 2000; Stuhrmann et al. 2000; Bäz et al. 2000; Eubank et al. 2001, 2004; Kim et al. 2001; Belli et al. 2002; Liu et al. 2002; Goerres et al. 2003; Suárez et al. 2002; Kamel et al. 2003; Gallowitsch et al. 2003; Siggelkow et al. 2003; De Cicco et al. 2004; Shin et al. 2005; Weir et al. 2005; Lamuraglia et al. 2005; Preda et al. 2006; Wolfort et al. 2006; Piperkova et al. 2007; Rajkovaca et al. 2007; Usmani et al. 2007; Haug et al. 2007; Riebe et al. 2007) fulfilled all of the inclusion criteria and were considered for the analysis (Table 1). 15 studies were prospective, 16 studies were retrospective, and the remaining was not defined. Patient selection was consecutive in 18 studies and not defined in 25. 11 studies took only histopathologic analysis as reference standard, indicating a complete verification and lack of bias, while 10 studies showed limited verification bias and 22 studies still showed considerable verification bias. TP, FN, FP, TN results and some features of each modality were shown in Tables 2, 3, 4, 5 and 6.
Table 1
Main characteristics of the included studies
Reference
Average age (range)
Patient selection
Study design
Sample patient
Evaluation patient/lesiona
Recurrent/metastatic patient/lesiona
Verification bias
Non-invasive imaging modality
Yilmaz et al. (2007)
50 (30–73)
NA
Retrospective
27
27
10
Considerable
US, MRI
Bongers et al. (2004)
55 (31–90)
NA
Retrospective
54
54/110a
31/42a
No
SPECT
Schmidt et al. (2008)
55 (24–79)
Consecutive
Prospective
33
33/263a
186a
Limited
MRI, PET
Radan et al. (2006)
59 (32–79)
Consecutive
Retrospective
46
46/171a
30/153a
Considerable
PET
Ternier et al. (2006)
60 (32–82)
Consecutive
Prospective
103
103
52
Considerable
US, CT
Rissanen et al. (1993)
NA
Consecutive
Prospective
883
69
55
Limited
US
Bruneton et al. (1986)
NA
NA
Prospective
60
60
22
No
US
Lee et al. (1993)
(31–77)
NA
Prospective
40
10
9
Limited
SPECT
Gilles et al. (1993)
57 (40–75)
NA
Prospective
26
26
14
Limited
MRI
Dehdashti et al. (1995)
54 (26–71)
NA
NA
53
21
19
Limited
PET
Melani et al. (1995)
NA
NA
NA
20
20
7
No
MRI
Hagay et al. (1996)
57 (28–79)
NA
Prospective
111
111/118a
42/46a
Considerable
CT
Winehouse et al. (1999)
58 (41–79)
Consecutive
Prospective
58
58
16
No
US
Rieber et al. (1997)
52 (32–81)
NA
NA
140
140
19
Considerable
MRI
Drew et al. (1998)
58 (50–65)
NA
NA
105
105
63
Considerable
MRI
Muüller et al. (1998)
(28–72)
NA
NA
67
67
10
Considerable
MRI
Moon et al. (1998)
55 (30–80)
NA
Retrospective
57
57/80a
29/41a
Considerable
PET
Cwikla et al. (1998)
58 (46–79)
NA
Prospective
18
18
8/9a
Considerable
SPECT
Hathaway et al. (1999)
(45–71)
Consecutive
Retrospective
10
10
9
Considerable
PET, MRI
Qayyum et al. (2000)
60 (29–85)
Consecutive
Retrospective
50
48
27
Considerable
MRI
Stuhrmann et al. (2000)
47 (23–86)
NA
Prospective
77
25/28a
17a
Limited
US
Bäz et al. (2000)
59 (30–83)
NA
Prospective
38
38
10
No
US
Eubank et al. (2001)
49 (26–75)
Consecutive
Retrospective
73
40
20
Considerable
PET, CT
Kim et al. (2001)
46 (28–62)
NA
Prospective
27
27/61a
17/48a
Considerable
PET
Belli et al. (2002)
NA
NA
NA
40
40
22
Limited
MRI
Liu et al. (2002)
(38–65)
NA
NA
30
30/50a
28/38a
Limited
PET
Goerres et al. (2003)
57 (32–76)
NA
Prospective
49
32
14
Limited
MRI, PET
Suárez et al. (2002)
58 (35–80)
NA
NA
45
38
26
Considerable
PET
Kamel et al. (2003)
55 (30–79)
Consecutive
NA
86
118a
88a
Considerable
PET
Gallowitsch et al. (2003)
58 (45–71)
NA
Retrospective
62
62
34
Considerable
CT, SPECT, PET
Siggelkow et al. (2003)
NA
NA
NA
57
57
35
Considerable
PET
Eubank et al. (2004)
49 (23–85)
Consecutive
Retrospective
125
61
17
Considerable
PET
De Cicco et al. (2004)
52 (30–75)
NA
NA
40
40/44a
24a
No
SPECT
Shin et al. (2005)
49 (32–67)
Consecutive
Retrospective
1,968
1,968
34
No
US
Weir et al. (2005)
52 (30–88)
Consecutive
Retrospective
221
40a
18
No
PET
Lamuraglia et al. (2005)
50 (44–70)
NA
Prospective
10
10
3
No
US
Preda et al. (2006)
53 (40–72)
Consecutive
Retrospective
93
93
10
Considerable
MRI
Wolfort et al. (2006)
NA
Consecutive
Retrospective
171
23
16
Considerable
CT, PET
Piperkova et al. (2007)
55 (30–80)
NA
Retrospective
49
257a
226a
Considerable
CT, PET
Rajkovaca et al. (2007)
NA
NA
NA
28
28
19
Limited
SPECT
Usmani et al. (2007)
47 (22–77)
Consecutive
NA
26
26
18
No
SPECT
Haug et al. (2007)
50 (28–73)
Consecutive
NA
118
34
25
Considerable
CT, PET
Riebe et al. (2007)
NA
NA
NA
27
27
11
Considerable
US
a Number was calculated on lesion-based
Table 2
TP, FP, FN, PN and other features of US (10 studies in all)
Author
TP
FP
FN
TN
Reason to perform US
Type of probe
Probe frequency
Contrast agent
Contrast dose
Image interpretation
Criteria for the presence of recurrent or metastatic lesions
Yilmaz et al. (2007)
9
2
1
15
Evaluated for locoregional recurrence
Linear
7.5 MHz
No contrast
No contrast
NA
Yes
Ternier et al. (2006)
45
14
7
37
Suspicion of recurrence
Real time
10–13 MHz
No contrast
No contrast
Blind
Yes
Rissanen et al. (1993)
50
5
5
9
Suspicion of recurrence
Real time
7.5 MHz
No contrast
No contrast
Blind
Yes
Bruneton et al. (1986)
16
1
6
37
Follow-up of breast cancer
NA
5.7 MHz
No contrast
No contrast
NA
Yes
Winehouse et al. (1999)
15
14
1
28
Suspicion of recurrence
Pulsed repetition
800–1,000 kHz
Levovist
8 ml
NA
Yes
Stuhrmann et al. (2000)
16
6
1
5
Suspicion of recurrence
Linear
5–10 MHz
Levovist
4 g
Not blind
Yes
Bäz et al. (2000)
10
1
0
27
Suspicion of recurrence
Linear
10–7.5 MHz
Levovist
3.2 g
Blind
Yes
Shin et al. (2005)
24
33
10
1,901
Suspicion of recurrence
Linear
5–12 MHz
No contrast
No contrast
Not blind
Yes
Lamuraglia et al. (2005)
2
0
1
7
Suspicion of recurrence
NA
9–14 MHz
Sonovue
4.8 ml
NA
Yes
Riebe et al. (2007)
10
5
1
11
Follow-up of breast cancer
NA
NA
No contrast
No contrast
Blind
Yes
Table 3
TP, FP, FN, PN and other features of CT (eight studies in all)
Author
TP
FP
FN
TN
Reason to perform CT
Technical
Slice thickness (mm)
Contrast agent
Contrast dose (ml)
Image interpretation
Criteria for the presence of recurrent or metastatic lesions
Radan et al. (2006)
14
9
6
8
TM evaluated
Helical
4.25
Non-ionic contrast
NA
Not blind
Yes
Ternier et al. (2006)
47
5
5
46
Suspicion of recurrence
Helical
3
Non-ionic contrast
100
Blind
Yes
Hagay et al. (1996)
42
11
4
61
Suspicion of recurrence
Helical
5
Iodinated contrast
150
Blind
Yes
Eubank et al. (2001)
8
3
12
17
Suspicion of recurrence
Spiral
5–7
Iodinated contrast
150
Blinded
Yes
Gallowitsch et al. (2003)
28
9
5
15
Follow-up of breast cancer
Spiral
3–5
Jopamiro
300
Blinded
NA
Wolfort et al. (2006)
9
0
4
7
Suspicion of recurrence
NA
NA
NA
NA
NA
NA
Piperkova et al. (2007)
198
18
28
13
Restaging
NA
3.75
Non-ionic contrast
NA
Blind
Yes
Haug et al. (2007)
23
2
2
7
With surgically resected breast cancer
NA
5
Non-ionic contrast
120
Blind
Yes
Table 4
TP, FP, FN, PN and other features of MRI (11 studies in all)
Author
TP
FP
FN
TN
Reason to perform MRI
Coil
Strength field (T)
Contrast agent
Contrast dose
(mmol/kg)
Image interpretation
Criteria for the presence of recurrent or metastatic lesions
Yilmaz et al. (2007)
10
0
0
17
Evaluated for locoregional recurrence
A special dual breast coil
1.0
Magnevist
0.2
NA
Yes
Schmidt et al. (2008)
172
11
14
66
Suspicion of recurrence
Multiple phased array surface coil
1.5
Gd-DTPA
0.2
Blinded
Yes
Gilles et al. (1993)
14
1
0
11
Had been treated for breast cancer
Surface coil
1.5
Gd-DTPA
0.1
Blind
Yes
Melani et al. (1995)
7
1
0
12
Suspicion of recurrence
NA
NA
Gd-DTPA
0.15
Blind
Yes
Rieber et al. (1997)
19
5
0
116
Suspicion of local recurrent disease
Bilateral breast surface coil
1.5
Gd-DTPA
0.15
Not blind
Yes
Drew et al. (1998)
63
3
0
39
Routine screening for local recurrence
NA
1.5
Gd-DTPA
NA
NA
Yes
Muüller et al. (1998)
10
2
0
55
Performed following end of treatments
A mamma double coil
1.5
Gd-DTPA
0.1
NA
Yes
Qayyum et al. (2000)
26
1
1
20
Suspicion of recurrence
A flexible surface coil
1.5
No contrast
No contrast
Blind
Yes
Belli et al. (2002)
22
2
0
16
Suspicion of recurrence
NA
1.5
Gd-DTPA
NA
Blind
Yes
Goerres et al. (2003)
11
1
3
17
Evaluated for locoregional recurrence
Breast surface coil
1.5
Gd-DTPA
0.1
Blinded
Yes
Preda et al. (2006)
9
7
1
76
Suspicion of recurrence
Two-channel phased array bilateral dedicated coil
1
Gd-DTPA
0.2
Not blind
Yes
Table 5
TP, FP, FN, PN and other features of SPECT (seven studies in all)
Author
TP
FP
FN
TN
Reason to perform SPECT
Scanner
Delay image (min)
Contrast agent
Contrast dose (MBq)
Collimator
Image interpretation
Criteria
Bongers et al. (2004)
30
3
1
21
Suspicion of recurrence
A single head gamma camera
10
99mTc-tetrofosmin
700
A high-resolution collimator
Blinded
Yes
Lee et al. (1993)
8
0
1
1
Suspicion of recurrence
An Anger camera
120
201Ti-chloride
3 mCi
A high-resolution collimator
Blinded
Yes
Cwikla et al. (1998)
8
3
1
23
Suspicion of recurrence
NA
NA
99mTc-MIBI
NA
A high-resolution collimator
Blinded
Yes
Gallowitsch et al. (2003)
97
7
11
20
Follow-up of breast cancer
A double head camera
180
99mTc-MDP
740
A LEUHR collimator
NA
Yes
De Cicco et al. (2004)
21
8
3
12
Suspicion of recurrence
A single-head gamma camera
5
99mTc-sestamibi
740
A high-resolution collimator
NA
Yes
Rajkovaca et al. (2007)
17
2
2
7
Suspicion of recurrence
NA
NA
99mTc-sestamibi
NA
A high-resolution collimator
NA
Yes
Usmani et al. (2007)
18
1
3
11
Suspicion of recurrence
A double head camera
5–10
99mTc-MIBI
740–1,000
A high-resolution collimator
Blind
Yes
Table 6
TP, FP, FN, PN and other features of PET (21 studies in all)
Author
TP
FP
FN
TN
Reason to perform PET
Fast hour (h)
FDG-dose
Range
Method
Image interpretation
Criteria
Schmidt et al. (2008)
170
8
16
69
Suspicion of recurrence
>6
202–378 MBq
Whole-body format
SUV
Blind
Yes
Radan et al. (2006)
151
5
2
13
TM evaluated
>4
370–666 MBq
Whole-body format
SUV
Not blind
Yes
Dehdashti et al. (1995)
17
0
2
2
Suspicion of recurrence
>4
370 MBq
Whole-body format
SUV
Blinded
Yes
Moon et al. (1998)
27
6
2
22
Suspicion of recurrence
>6
370–555 MBq
A Whole-body mode
Visualization
Not blinded
Yes
Hathaway et al. (1999)
9
0
0
1
Suspicion of recurrence
>4
260–370 MBq
Whole-body format
SUV
Blinded
Yes
Kim et al. (2001)
46
2
2
11
Suspicion of recurrence
>12
370–555 MBq
From the buttom to cerebellum
Visualization SUV
NA
Yes
Liu et al. (2002)
35
2
3
10
Suspicion of recurrence
>4
370 MBq
From the bladder level to the head
Visualization
Not blind
Yes
Goerres et al. (2003)
14
5
0
13
Suspicion of recurrence
>4
386 MBq
From the pelvic to the head
SUV
Blinded
Yes
Suárez et al. (2002)
24
3
2
9
TM evaluated
>4
NA
Whole-body format
NA
Blinded
NA
Kamel et al. (2003)
85
5
3
25
Suspicion of recurrence
>4
300–400 MBq
From head to pelvic floor
SUV
Blinded
Yes
Gallowitsch et al. (2003)
33
5
1
23
Follow-up of breast cancer
>12
200 MBq
From the base of the skull to the thigh
Visualization
Blinded
Yes
Siggelkow et al. (2003)
31
3
4
35
TM evaluated or suspicion of recurrence
>4
NA
Whole-body format
Visualization
Blinded
Yes
Eubank et al. (2004)
16
4
1
40
Suspicion of recurrence
>4
244–400 MBq
From the neck to the buttom of liver
SUV
Not blind
Yes
Weir et al. (2005)
8
2
1
16
Suspicion of recurrence
>6
555 MBq
Whole-body format
NA
NA
NA
Wolfort et al. (2006)
13
0
1
7
Suspicion of recurrence
NA
NA
NA
NA
NA
NA
Piperkova et al. (2007)
221
2
5
29
Restaging
>4
10–15 mCi
From the mid-thigh to the base of the skull
SUV
Blind
Yes
Haug et al. (2007)
24
1
1
8
With surgically resected breast cancer
>6
200 MBq
From the base of the skull to the middle of the femora
SUV
Blind
Yes

Publication bias, heterogeneity and cutoff effect

To assess a possible publication bias, scatter plots were designed using the log diagnostic odd ratios (DORs) of individual studies against their sample size. The funnel plot of US, CT, MRI, SMM and PET was given in Fig. 1. In detail, the US, CT, MRI, SMM and PET showed marked asymmetry (with small studies missing from the bottom left quadrant, thus suggesting a publication bias). There was heterogeneity for most non-invasive modalities except SMM and PET, which confirmed either by likelihood ratio χ 2 test or I 2 index (Table 7). There was no conclusive evidence of a cutoff effect for US and PET to Spearman correlation coefficients (ρ < 0.4). But a cutoff effect was present for CT, MRI and SMM (ρ > 0.4; Table 8).
Table 7
Test for heterogeneity and threshold effect in the meta-analysis
 
Likelihood ratio
I2 index (%)
χ 2
p
Sensitivity
 US
15.48
0.079
41.9
 CT
31.51
0.000
77.8
 MRI
22.13
0.014
54.8
 SPECT
2.66
0.85
0.0
 PET
23.24
0.108
31.1
Specificity
 US
159.69
0.000
94.4
 CT
39.99
0.000
82.5
 MRI
11.38
0.328
12.2
 SPECT
8.72
0.19
31.2
 PET
15.58
0.483
0
Table 8
AUC and Q* index and ρ value for US, CT, MRI, SPECT and PET
Modality
AUC
Q* index
ρ value
US
0.9251
0.8593
0.0890
CT
0.8596
0.7904
0.6510
MRI
0.9718
0.9228
0.9470
SMM
0.9386
0.8757
0.9390
PET
0.9604
0.9051
0.1390

Pooled sensitivity, pooled specificity and DORs

On the basis of a random effect model, pooled sensitivity, pooled specificity and DOR of those non-invasive modalities were shown in Table 9. Pooled sensitivity of MRI and PET (with or without CT) was 0.9500 and 0.9530, respectively, no statistical significant difference was found between MRI and PET (p > 0.05). However, they had highest pooled sensitivity, p < 0.05, when compared with US, CT and SMM. Pooled specificity of US and MRI was 0.962 and 0.929, respectively, no statistical significant difference was found between US and MRI (p > 0.05). However, they had highest pooled specificity, p < 0.05, when compared with CT, SMM and PET. The DOR estimates for MRI and PET were 131.78 (95% CI 70.9310–244.8100) and 106.88 (95% CI 68.1040–167.73), respectively, and were significantly higher than for US, CT and SMM (p < 0.05). The results were also shown in Table 9.
Table 9
Summary estimates of sensitivity, specificity, and diagnostic odds ratio (DOR) for US, CT, MRI, SPECT and PET
Modality
Sensitivity (%)
Specificity (%)
Diagnostic OR
US
0.8570 (0.8040–0.8990)
0.9620 (0.9540–0.9700)
40.9280 (18.2940–91.5670)
CT
0.8480 (0.8110–0.8810)
0.7530 (0.6920–0.8070)
13.6200 (4.8870–37.9540)
MRI
0.9500 (0.9230–0.9700)
0.9290 (0.9020–0.9500)
131.7800 (70.9310–244.8100)
SMM
0.9000 (0.8530–0.9370)
0.7980 (0.7150–0.8660)
29.4190 (14.8800 –58.1640)
PET
0.9530 (0.9370–0.9650)
0.8630 (0.8240–0.8950)
106.8800 (68.1040–167.7300)

Summary ROC curves, AUC and the Q* index

Summary receiver operating characteristic analysis was used to compare those non-invasive modalities. The AUC of US, CT, MRI, SMM and PET (with or without CT) was presented in Table 8. AUC of MRI and PET (with or without CT) is 0.9718 and 0.9604, respectively; however, no significant difference was found between those two modalities, p > 0.05. Results of pairwise comparison between each modality demonstrated that AUC of both MRI and PET (with or without CT) was higher than that of US or CT, p < 0.05. AUC of SMM was 0.9386, no statistical significance was found when compared with that of MRI and PET (with or without CT), p > 0.05. In terms of its AUC, there was still no statistical significance between CT and US, p > 0.05. The Q* index estimates for US, CT, MRI, SMM and PET (with or without CT) were 0.8593, 0.7904, 0.9228, 0.8757 and 0.9051, respectively. Like AUC, the Q* index estimates for MRI and PET were significantly higher than for US, CT and SMM, p < 0.05. And, they were similar for MRI and PET (Table 9; Fig 2).

Discussion

Soerjomataram et al. (2008) conducted a review to summarize available knowledge on the determinants of survival 10 years or more after breast cancer diagnosis and found that patients with recurrent metastasized or second cancer generally exhibited lower long-term survival than those without. Locoregional recurrences predominately affect the breast, skin, the axillary and supraclavicular nodes and the chest wall. Internal mammary (IM), mediastinal nodes, pleura and lung parenchyma are the most common sites of intrathoracic recurrence after primary surgical resection (Fisher et al. 2001; Hatteville et al. 2002). Extrathoracic recurrence often occurs in bone, liver and brain. The correct identification of local recurrences and distant metastases at the time of suggestive symptoms in the follow-up for breast cancer prompts clinical consideration for administering different therapies (Nomura et al. 1999; Wapnir et al. 2006). Thus, it is crucial for patients with breast cancer to early detect recurrences or metastases (Eubank et al. 2002; Kamby et al. 1988; Yang et al. 2007; Siggelkow et al. 2004). This meta-analysis focused on evaluating the diagnostic ability of US, CT, MRI, SMM and PET (interpreted with or without the use of CT), which are the widely used non-invasive modalities for the detection of recurrent and/or metastatic breast cancer.
Previous studies have discussed the diagnosis ability of US in detecting recurrent and/or metastatic breast cancer. Lamuraglia et al. (2005) determined the efficacy of Doppler US with contrast agent (DUPC) in local recurrent breast cancer, revealed a SE of 67% and a SP of 100%. Eubank et al. (2001) evaluated the benefit of echo-contrast-enhanced Doppler sonography the differentiation of benign versus malignant breast lesions in 38 patients who had surgical removal of a malignant breast mass. The baseline ultrasound examination showed an SE of 50% and an SP of 86%, after contrast enhancement the ultrasound findings demonstrated an SE of 100% and an SP of 96%. In conclusion of their findings, it suggests that contrast-enhanced sonography aids in the differentiation of local recurrence from benign scar lesions. Therefore, US may be most useful when abnormal, but normal values cannot exclude the presence of active disease.
CT imaging, by virtue of its cross-sectional display, is widely used in recent years. However, reports in the literature differ with regard to diagnostic accuracy of CT imaging in detecting recurrent and/or metastatic breast cancer, ranging from 40 to 92% and from 41 to 100% for SE and SP, respectively (Radan et al. 2006; Ternier et al. 2006; Winehouse et al. 1999; Bäz et al. 2000; Gallowitsch et al. 2003; Piperkova et al. 2007; Riebe et al. 2007; Armington et al. 1987). Recently, CT has been the main modality used to evaluate mediastinal nodes in oncology, but as this technique uses size as the main criterion to assess nodal status, it is limited by poor SE. Landheer et al. (2005) also found that metastatic lymph nodes are often not identified by CT, and those smaller than 1 cm are often described as non-pathological. Due to their small size and anatomical position, it is difficult to confirm a pathological diagnosis. Moskovic et al. (1992) found that the detection rate of CT of breast cancer recurrence in patients without a palpable axillary mass is extremely low and they suggested that this technique unjustified screening for clinically occult axillary disease in patients with arm symptoms following axillary surgery or radiation therapy for breast cancer. Similarly, Armington et al. (1987) demonstrated that 11 of 30 patients with axillary and supraclavicular lesions were missed because of inadequate visualization of the axillary apex with CT imaging. To date, early detection of metastases by repeated conventional imaging tests (CT, ultrasound, and bone scintigraphy) has not been shown to be of benefit over routine follow-up in terms of patient survival (McLoud et al. 1992; Webb et al. 1991).
Previous studies have demonstrated that the contrast-enhanced MRI imaging of the breast has been a sensitive modality for the detection of breast tumor recurrence, with a SE of nearly 100%, and this has become one of the most common indications for the examination (Kneeland et al. 1987; de Verdier et al. 1993; Bilbey et al. 1994; The GIVIO Investigators 1994). Preda et al. (2006) investigated 93 consecutive patients with breast cancer; the SE, SP, and NPV of MRI for the diagnoses of recurrent breast cancer were 93.8, 90, and 98.8%, respectively. The NPV of MRI, which indicates a very low likelihood of new malignancy if MRI defines the lesion as benign, is impressingly high. And, Preda suggests that lesions graded by MRI as Fisher I–II (BI-RADS I–II) can be safely monitored with the usual yearly follow-up. A repeat MRI examination after 6 months is recommended for lesions graded as Fischer III (BI-RADS III), if there is no clinical suspicion of recurrence before 6 months. For lesions graded higher than Fischer IV (BI-RADS IV), further cytological or histological evaluation is mandatory. This result is in line with previous result provided by Heywang-Köbrunner (et al. 1993), with a NPV of 100%. Schmidt et al. (2008) compared the performance in recurrent breast cancer patients using FDG-PET/CT and whole-body MRI and found that whole-body MRI showed a higher diagnostic accuracy of 94 versus 90% for FDG-PET/CT. In our study, we synthesized the currently available information of MRI in detecting recurrent and/or metastatic breast cancer, and found that the pooled sensitivity, pooled specificity and AUC are 0.9500, 0.929 and 0.9718, respectively. On the basis of current evidences, the overall diagnostic ability of MRI and PET was similar; however, MRI had the advantage that it had excellent contrast in soft tissue and parenchymal structures and the larger anatomical coverage compared to PET/CT (skull base to proximal femurs).
SMM is the method by which breast pathology is identified using a radiopharmaceutical. The agent used can be tumor specific such as 99m Tc-sestamibi (99mTc-MIBI) or a non-specific tracer such as 99mTc-methylene diphosphonate (99mTc-MDP) and Thallium-201. Several clinical studies have reported that 99mTc-MIBI SMM is accurate in differentiating palpable breast lesions, and the utility of the technique has been emphasized in decreasing the number of breast biopsies (Landheer et al. 2005; Kao et al. 1994). Although multi-center trials had been done, SMM has not been widely adopted to resolve cases that are equivocal by mammography (Khalkhali et al. 1995; Tolmos et al. 1998). The major problem is the lower SE of SMM for non-palpable tumor. Tiling et al. (1998) made a meta-analysis and showed that SMM may be useful in recurrent breast cancer because post-surgical or post-radiotherapy changes made anatomical methods of imaging of limited use. But due to the number of patients studied was rather small, SMM cannot be recommended for detection of recurrent and/or metastatic breast cancer.
PET with radiolabeled glucose analog FDG is a method that is based on the increased glucose metabolism of malignant tumors. It can reveal the functional information that even the most exquisitely detailed anatomic image cannot provide. FDG-PET seems to have reasonable sensitivity and specificity in the detection of recurrent and metastatic breast cancer, particularly in the subset of patients presenting with elevated tumor markers (Aide et al. 2007). Suárez et al. (2002) reported that patients with CA153 blood levels above 60 U/ml were always associated with positive PET, while CA153 blood levels below 50 U/ml were always associated with negative one. Liu et al. (2002) got the similar results, the diagnostic SE and accuracy of FDG-PET in patients with suspected recurrent breast cancer and asymptomatically elevated tumor markers were 96 and 90%. When compared to CT and MRI, PET was shown to be superior in the detection of mediastinal and IM node metastases (Eubank et al. 2001; Goerres et al. 2003). As for bone scintigraphy, PET had also been shown to be superior in detecting bone metastases (Kao et al. 2000).
PET–CT is a full-ring-detector clinical PET scanner combined with a multi-detector row helical CT scanner, which allows contemporaneous and co-registered acquisition of both PET and CT images (Fueger et al. 2005). In a retrospective review of 75 patients with suspected breast cancer, Tatsumi et al. (2006) compared performance of PET and PET/CT. PET/CT resulted in improved diagnostic confidence compared with PET in 60% of patients and in 55% of regions. Another two publications (Radan et al. 2006; Pecking et al. 2001) drew similar results; the use of PET/CT technology indicated only a marginal improvement in diagnostic accuracy, reporting SE, SP and accuracy rates of 90, 71, 83%, and 94, 84, 99%, respectively. Most importantly, several studies demonstrated that FDG-PET/CT had an impact on the management of 51–69% of patients (Radan et al. 2006; Eubank et al. 2004).
To our knowledge, this meta-analysis was the first report that assessed and compared summary estimates of overall diagnostic ability for those non-invasive methods that were currently used for detecting recurrent and/or metastatic breast cancer. In this clinical context, if those methods were compared with each other, the results of our meta-analysis demonstrated that US had the highest SP and PET had the highest SE. The AUC of MRI and PET, whether interpreted with or without the use of CT, was higher than that of US or CT, but there was no statistically significant difference when PET or MRI was compared with SMM. Because of the highest SE, an abnormal US image was always a strong indication of recurrent tumor; however, US had disadvantages in cases of fat necrosis and structural distortion after surgery and furthermore its results do not usually alter the management plan in terms of biopsy or follow-up determined on the basis of physical and/or mammographic findings (Bruneton et al. 1986). Therefore, additional imaging information of the recurrent and/or metastatic foci was necessary to a highly suspected patient with an indeterminate US. In our meta-analysis, both MRI and PET had highest SE, which resulted in higher cancer detection rate. Regarding that PETs’ high expense and modest whole-body radiation exposure, PET was not suited for screening purposes in breast cancer. Therefore, MRI should be the next diagnostic step in patients with an indeterminate or low probability of malignancy. Since that whole-body mets with MRI is impractical in most circumstances, PET had its own advantages in whole-body surveillance for mets. When MRI shows an indeterminate or benign lesion or MRI was not applicable (e.g., pacemaker), FDG-PET could be performed in addition. Furthermore, a lesion that was indeterminate or benign on MRI and negative on PET indicated a very low probability of malignancy. In conclusion, MRI seemed to be a more useful supplement to current surveillance techniques to assess patients with suspected recurrent and/or metastatic breast cancer.
To be sure, our study had some drawbacks. Firstly, the effect of characteristics of the patients could not be examined due to lack of data. Secondly, the reference standard used in this systematic review ranged from histopathologic analysis to follow-up. Thirdly, most results showed heterogeneity, suggesting the needs for high-quality prospective studies and multi-center trials. Fourthly, the possibility of publications bias occurred in our meta-analysis. It was possible that our pooled estimates were too optimistic, as studies with favorable results were more likely to be submitted and published. Finally, further cost-effectiveness analysis should be conducted regards to the surveillance techniques in the breast cancer.

Conclusion

In conclusion, MRI seemed to be a more useful supplement to current surveillance techniques to assess patients with suspected recurrent and/or metastatic breast cancer. If MRI shows an indeterminate or benign lesion or MRI was not applicable (e.g., pacemaker), FDG-PET could be performed in addition.

Open Access

This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
Open AccessThis is an open access article distributed under the terms of the Creative Commons Attribution Noncommercial License (https://​creativecommons.​org/​licenses/​by-nc/​2.​0), which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.

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Metadaten
Titel
FDG-PET and other imaging modalities for the evaluation of breast cancer recurrence and metastases: a meta-analysis
verfasst von
LingLing Pan
Yuan Han
XiaoGuang Sun
JianJun Liu
Huang Gang
Publikationsdatum
01.07.2010
Verlag
Springer-Verlag
Erschienen in
Journal of Cancer Research and Clinical Oncology / Ausgabe 7/2010
Print ISSN: 0171-5216
Elektronische ISSN: 1432-1335
DOI
https://doi.org/10.1007/s00432-009-0746-6

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