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Utility of 18F-fluoro-deoxyglucose emission tomography/computed tomography fusion imaging (18F-FDG PET/CT) in combination with ultrasonography for axillary staging in primary breast cancer
BMC Cancer volume 8, Article number: 165 (2008)
Accurate evaluation of axillary lymph node (ALN) involvement is mandatory before treatment of primary breast cancer. The aim of this study is to compare preoperative diagnostic accuracy between positron emission tomography/computed tomography with 18F-fluorodeoxyglucose (18F-FDG PET/CT) and axillary ultrasonography (AUS) for detecting ALN metastasis in patients having operable breast cancer, and to assess the clinical management of axillary 18F-FDG PET/CT for therapeutic indication of sentinel node biopsy (SNB) and preoperative systemic chemotherapy (PSC).
One hundred eighty-three patients with primary operable breast cancer were recruited. All patients underwent 18F-FDG PET/CT and AUS followed by SNB and/or ALN dissection (ALND). Using 18F-FDG PET/CT, we studied both a visual assessment of 18F-FDG uptake and standardized uptake value (SUV) for axillary staging.
In a visual assessment of 18F-FDG PET/CT, the diagnostic accuracy of ALN metastasis was 83% with 58% in sensitivity and 95% in specificity, and when cut-off point of SUV was set at 1.8, sensitivity, specificity, and accuracy were 36, 100, and 79%, respectively. On the other hand, the diagnostic accuracy of AUS was 85% with 54% in sensitivity and 99% in specificity. By the combination of 18F-FDG PET/CT and AUS to the axilla, the sensitivity, specificity, and accuracy were 64, 94, and 85%, respectively. If either 18F-FDG PET uptake or AUS was positive in allixa, the probability of axillary metastasis was high; 50% (6 of 12) in 18F-FDG PET uptake only, 80% (4 of 5) in AUS positive only, and 100% (28 of 28) in dual positive. By the combination of AUS and 18F-FDG PET/CT, candidates of SNB were more appropriately selected. The axillary 18F-FDG uptake was correlated with the maximum size and nuclear grade of metastatic foci (p = 0.006 and p = 0.03).
The diagnostic accuracy of 18F-FDG PET/CT was shown to be nearly equal to ultrasound, and considering their limited sensitivities, the high radiation exposure by 18F-FDG PET/CT and also costs of the examination, it is likely that AUS will be more cost-effective in detecting massive axillary tumor burden. However, when we cannot judge the axillary staging using AUS alone, metabolic approach of 18F-FDG PET/CT for axillary staging would enable us a much more confident diagnosis.
Axillary lymph node (ALN) status is an important predictor regarding recurrence and survival of patients having primary breast cancer. Recently, sentinel node biopsy (SNB) has been introduced as a minimally invasive procedure to evaluate ALN status .
Accurate evaluation of ALN involvement is mandatory before treatment of primary breast cancer by following reasons; (1) ALN status is related to staging of disease and patients prognosis. (2) SNB can be beneficial for the patients to whom the presence of ALN involvement is not preoperatively detectable. They can avoid ALN dissection (ALND) when metastatic foci in sentinel nodes (SNs) are absent. (3) The status of ALN might influence on the decision of primary systemic chemotherapy (PSC). Patients with involved ALNs can be a candidate for PSC.
In our institute, we have carried out the identification of SNs using tin-colloid radioisotope technique . SNs cannot be detected in patients having a massive ALN involvement because of poor uptake of radiotracer in SNs mostly replaced by tumor. Therefore, clinically node-positive patients are not candidates for SNB. Axillary ultrasonography (AUS) has been the most easy-applicable imaging tool for clinical staging of ALN status in patients having primary breast cancer [3, 4].
We have used AUS to identify breast cancer patients who were eligible for optimal SNB . Although AUS is not complete for the accurate determination of axillary nodal status, this tool is particularly sensitive for selecting patients with massive tumor burden. Actually, in a series of patients who were judged as candidates for SNB by AUS only, we reported that diagnostic accuracy of ALN status could be achieved 98.6%. Positron emission tomography with 18F-fluorodeoxyglucose (18F-FDG PET) is expected to be a non-invasive approach to evaluate patients having ALN involvement. Recent studies using 18F-FDG PET alone have shown low sensitivity, acceptable specificity, and acceptable positive predictive values in detection of ALN involvement [6–9]. In a prospective multicenter study in the U.S.A, diagnostic performance of 18F-FDG PET in axillary staging showed relatively low sensitivity (mean 61%, ranging from 54% to 67%), and high specificity (mean 80%, ranging from 79 to 81%), when abnormal axillary focus was considered positive. In the same study, the 18F-FDG PET in axillary staging had a lower sensitivity of 32% and a higher positive predictive value of 90%, when the cut-off of standerd uptake value (SUV) 1.8 or greater . Veronesi et al also reported that the sensitivity of 18F-FDG PET for detecting ALN involvement was 37%, but specificity and positive predictive value were 96% and 88%, respectively, at the threshold of SUV 1.2 .
Recently, fusion imaging systems combining 18F-FDG PET and computed tomography (18F-FDG PET/CT) have come to be applied in breast oncology. 18F-FDG PET/CT can visualize anatomical location of the hypermetabolic cancer lesions better than 18F-FDG PET or CT alone [12, 13]. Therefore, the application of 18F-FDG PET/CT might be very informative for detecting both regional lymph node involvement and distant metastasis.
We studied both a visual assessment of 18F-FDG uptake and SUV for axillary staging, and compared the diagnostic accuracy between preoperative 18F-FDG PET/CT and preoperative ultrasound in detecting ALN metastasis. We discussed the clinical management of the combonation of axillary 18F-FDG PET/CT and AUS for the selection of proper candidates of SNB and PSC.
The study was done in accordance with the ethical principles of the Declaration of Helsinki and was approved by the institutional review board in the National Defense Medical College (NDMC). Informed consents were obtained from all patients with regard to 18F-FDG PET/CT examination and the entry into the present study.
This prospective study enrolled a series of 183 patients having primary breast cancer proven by core needle biopsy at the National Defense Medical College Hospital from April 2005 through August 2007. For axillary staging, all patients underwent both 18F-FDG PET/CT and ultrasonography within 5 weeks before surgery. Patients with diabetes mellitus or pregnancy, those who underwent primary systemic therapy, those who underwent excisional biopsy were excluded. During the entry period, we experienced 15 patients who were diagnosed by 18F-FDG PET/CT to have breast cancer with distant metastases, comprising four distant lymph node metastases, nine bone metastases, and two lung metastases. Patients having distant metastases were also ineligible for this study.
Axillary ultrasound examination
AUS was performed using ProsoundII SSD 6500 (Aloka, Tokyo, Japan) employing a 10-MHz linear array transducer. AUS criteria in our institute were described previously . In brief, homogeneously hypoechoic lymph nodes with diameters of 10 mm or more and in oval or round shape were defined as AUS-positive and were considered to be potentially extensive nodal involvement. Lymph nodes with central hyperechoic area and/or with diameter of less than 10 mm, defined as AUS-negative were considered to be clinically node-negative. One experienced ultrasonographer (T.K) performed axillary examination of operable patients. At least two breast surgeons discussed and determined AUS status together with the ultrasonographer in weekly conference.
Surgery and Sentinel node biopsy procedure
The 183 patients underwent mastectomy or breast-conserving surgery with SNB and/or ALND. SNB was performed using the procedure described previously . According to SNB protocol in our institute, patients having AUS negativity were eligible for SNB and were optionally performed SNB after the acquisition of informed consent. For patients having AUS positivity or those who rejected SNB, ALND was performed.
SNs were intraoperatively examined histopathologically. Biopsied SNs were cut into 2-mm-thick slices, and histopathological sections were made from each slice. These sections were stained with hematoxylin and eosin, and at least two pathologists examined the sections. All patients having SN metastasis recieved ALND. If SNs were free of cancer cells, ALND was omitted.
18F-FDG PET/CT and quantification of 18F-FDG uptake in axilla
All patients received 18F-FDG PET/CT scans (Biograph LSO Emotion, 3D model, Siemens, Germany) at Tokorozawa PET Diagnostic Imaging Clinic (Tokorozawa, Japan). Blood glucose level was measured in each patient and did not exceed 120 mg/dl.
Patients fasted at least 4 hours before 18F-FDG PET study. One hour after intravenous administration of 3.7 Mbq/kg 18F-FDG, a transmission scan using CT (SOMATO Emotion, 16-slice configuration, pitch 1.83, Siemens, Germany) for attenuation correction and anatomical imaging was acquired for 90 sec. IV contrast was not administered to patients for the CT portion of the 18F-FDG PET/CT.
Back projection image was obtained after Gaussian filter was applied. The spatial resolution of the reconstructed images was 6.0–7.0 mm in cranio-caudal, 6.3–7.1 mm in right-left and 6.3–7.1 mm in anterior-posterior directions.
A regions of interest (ROI) was placed in the axillary lesion, including the highest uptake area (circle ROI, 2 cm in diameter), and SUV maximum in the ROI was calculated. The SUV was decay-corrected tissue activity divided by the injected dose per patient body, and was calculated using the following formula: SUV = activity in region of interest/decay factor of F-18 (MBq/ml)/injected dose (MBq/kg body weight).
CT images were also available for evaluation. Visual assessment of 18F-FDG uptake was carried out by at least two experienced nuclear medicine radiologists, and abnormal axillary uptake greater than background activity was interpreted as suspicious nodal involvement. Semiquantitative measurement of SUV was done on any axillary focus with abnormal uptake.
Determination of the optimal SUV cut-off points
To determine the optimal SUV cut-off point, the tentative SUV cut-off point was established, ranging from 0.8 to 3.0 with 0.2 to 0.3 increments. SUV of the cut-off point or greater was defined as positive and SUV less than the point was defined as negative. The SUV of 0.4 is the lowest limit of visible uptake of 18F-FDG. Based on each SUV cut-off point, the diagnostic accuracy of 18F-FDG PET/CT (positive or negative) was evaluated by means of sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
The number, the maximum size, and nuclear grade of involved ALNs were histopathologically examined.
Statistical analysis was performed using Statview 5.0 version (SAS Institute Inc). As univariate analysis, Mann-Whitney U test and chi square test were used to establish the correlation between clinicopathological variables and axillary SUV. P value of 0.05 or less was defined as statistical significance.
Patient age, pathological T factor, histological type, nuclear grade, hormonal receptor status and c-erbB2 status of the primary tumors, and SUV of the primary tumors and axillary uptake are listed in Table 1, ALN involvement was histopathologically detected in 59 (32%) of 183 patients.
The mean SUV of the primary tumor in the 183 patients was 4.3, ranging from 0.9 to 17.8, and the mean SUV of the axilla was 3, ranging 0.4 to 11.3. The SUVs of 0.4 and 11.3 were the lowest point and the highest point to visualize 18F-FDG uptake, respectively. The mean interval between 18F-FDG PET/CT and surgery was 29 days. One hundred twenty-five (68%) of the 183 patients underwent initial SNB. One hundred twenty-four (99%) of the 125 patients were successfully performed SNB. The number of removed SNs per patient was 2.4 on an average. Metastases to SNs were positive in 24 (19%) patients, and all of these patients underwent ALND. Metastases to the SNs were negative in 100 (81%) patients, and none of them recieved further axillary surgery. Other 58 (32%) patients underwent ALND without SNB.
Diagnostic performance of 18F-FDG PET/CT and ultrasonography in axillary staging
Diagnostic performance for detecting axillary involvement was compared between 18F-FDG PET/CT and ultrasonography (Table 2).
By visual assessment of 18F-FDG PET/CT, axillary uptake was positive in 40 (22%) patients and negative in 143 (78%) patients. Of these 40 axillary-positive patients, 34 (85%) were truely positive, whereas 6 (15%) were false positive. Of the 143 axillary- negative patients, 118 (83%) patients were truely negative, whereas 25 (17%) patients were false negative. Sensitivity, specificity, PPV, NPV, and accuracy of visual assessment of 18F-FDG PET/CT were 58, 95, 85, 83, and 83%, respectively.
The accuracy of diagnosis of 18F-FDG PET/CT was compared among various SUV cut-off points ranging from 0.8 to 3.0, using entire data set of 183 patients.
When a SUV cut-off points were set from 0.8 up to 1.8, specificity increased from 95% to 100%, but sensitivity decreased from 51% to 36%. As SUV increased over 1.8, specificity of 100% did not vary, but sensitivity further decreased. When the SUV was 1.8, PPV, NPV and accuracy were 100%, 77%, and 79%, respectively. Therefore, the SUV of 1.8 achieved excellent specificity and PPV, but low sensitivity in comparison with visual assessment.
Ultrasonography detected 33 (18%) AUS-positive patients and 150 (82%) AUS-negative patients. Of the 33 AUS-positive patients, thirty-two patients (97%) were truely positive, and one patient (3%) was false-positive. Of the 150 AUS-negative patients, 123 (82%) were truely negative, whereas 27 (18%) were false-negative. Sensitivity, specificity, PPV, NPV, and accuracy were 54, 99, 97, 82, and 85%, respectively.
Combined with visual assessment of 18F-FDG uptake and AUS, 138 (75%) patients with double-negative 18F-FDG uptake and AUS were considered to be nodal negative, and 45 (25%) patients with positive finding in the visual assessment of 18F-FDG uptake and/or AUS were considered to be nodal positive. Sensitivity, specificity, PPV, NPV, and accuracy of the combination were 64, 94, 84, 85, and 85%, respectively.
Feasibility of SNB for patients having negative AUS
Of the 150 patients having negative AUS, 125 (83%) consented and underwent SNB. Table 3 shows diagnostic performance of SNB in axillary staging in AUS-negative patients. SNB identification rate was 99.2% (124 of 125 patients). Twenty five patients (20%) had axillary nodal metastasis in permanent pathology. Intraoperative pathological diagnosis of metastasis in SNB was accurately performed in 123 (99%) of 124 patients. One patient (1%) was false negative by frozen section intraoperatively, but a micrometastatic deposit was postoperatively detected in one of sentinel nodes by permanent histology. With regard to intraoperative pathological diagnosis of metastasis in SNB, sensitivity, specificity, PPV, NPV and overall accuracy were 96, 100, 100, 99, and 99% respectively in Table 3A.
In the 12 AUS-negative but 18F-FDG uptake positive patients who consented and recieved SNB, 6 (50%) had ALN involvement. One (8%) patient was false negative. With regard to intraoperative pathological diagnosis of SLN, sensitivity, specificity, PPV, NPV, and overall accuracy were 83, 100, 100, 86, and 92%, respectively in Table 3B.
In the 112 AUS-negative and 18F-FDG uptake negative patients, who consented and underwent SNB, 19 (17%) had ALN involvement. With regard to intraoperative pathological diagnosis of SNB, sensitivity, specificity, PPV, NPV, and overall accuracy were all 100% in Table 3C.
Axillary nodal clinicopathological factors correlated with 18F-FDG uptake
Table 4 shows correlation of axillary 18F-FDG uptake with nodal clinicopathological factors of 59 patients having ALN involvement. The maximum size and nuclear grade of involved ALN were significantly correlated with 18F-FDG uptake at SUV cut-off point 1.8 (p = 0.006 and 0.03, respectively). The number of involved ALNs was not correlated with 18F-FDG uptake at SUV cut-off point 1.8 (p = 0.15).
Categories of 18F-FDG PET/CT combined with ultrasound for indications of ALND and PSC
Table 5 indicates four categories which were divided by clinical findings of 18F-FDG PET/CT and AUS to the axilla. We used a visual assessment of 18F-FDG uptake which proved to be a reproducible method and have acceptable sensitivity and specificity . Of all 183 patients, 138 (75%) patients who had negative AUS with negative axillary 18F-FDG uptake were classified as category 1. Frequency of ALNs involvement was only 21 (15%), 12 (57%) of these 21 patients had single involved ALNs. The maximum size of involved ALNs was 10 mm or smaller in 17 (81%) of 21 patients. The nuclear grade of involved ALNs was grade 1 or 2 in 16 (76%), and grade 3 in only 5 (24%).
Twenteen (7%) patients who had negative AUS but positive axillary 18F-FDG uptake were classified as category 2. In category 2, ALNs involvement was detected in 6 (50%) of 12. A single ALN involvement was present in 5 (83%) of these 6. All 6 patients had ALNs involvement with the maximum size of less than 10 mm in category 2. Nuclear grade was 1 or 2 in 3 (50%) patients, whereas nuclear grade was 3 in 2 (50%).
Five (3%) patients who had positive AUS but negative axillary 18F-FDG uptake were classified as category 3. Twenty-eight (15%) patients who had double-positive nodal status of AUS and 18F-FDG uptake were classified as category 4. Four (80%) of 5 patients in category 3 had ALNs involvement and all patients in category 4 had ALNs involvement. Especially 2-or-more involved ALNs were 2 (50%) of 4 cases in category 3, and 19 (68%) of 28 cases in category 4. The maximum size of involved ALNs was 10 mm or more in 2 (50%) of 4 cases in category 3 and in 22 (79%) of 24 cases in category 4.
Nuclear grade was 1 or 2 in all 4 (100%) cases in category 3, whereas nuclear grade was 1 or 2 in 13 (46%) of 28 cases in category 4.
Diagnostic performance of SNB in 18F-FDG-positive and AUS-negative patients
Table 6 shows diagnostic performance of SNB for axillary staging in 18F-FDG-positive and AUS-negative patients of category 2. Six (50%) of 12 patients had involved SNs and others (50%) had no involved SNs in spite of 18F-FDG uptake. No metastases were found in non-SNs in all patients that had involved SNs and received aubsequent axillary dissection.
Visual assessment of 18F-FDG PET/CT for the axillary staging
In visual assessment of 18F-FDG PET/CT to the axilla, we demonstrated that diagnostic accuracy of 18F-FDG PET/CT was almost equivalent to that of AUS for detecting of ALN involvement in patients with primary breast cancer. Visual assessment of 18F-FDG uptake to the axilla achieved higher sensitivity than AUS, and the specificity and PPV of 18F-FDG PET/CT were acceptably high, 95%, and 85%, respectively.
There were 40 (22%) of 183 patients having axillary uptake of 18F-FDG. Six (15%) of these patients had no metastasis of ALNs. The reason of these false positive for the 18F-FDG uptake is not known, but reactive lymphadenopathy caused by breast biopsy would lead to false positive results [9, 14].
AUS showed limited sensitivity equal to 18F-FDG PET/CT for detecting ALN involvement, and showed almost perfect specificity and PPV. According to diagnostic performance of axillary ultrasonography, the present results showed higher outcome than others' previous studies [15–17]. In our previous study, AUS was performed using an SSD-650CL (Aloka, Tokyo, Japan), an old model of SSD-6500, and indicated sensitivity, specificity, PPV, and overall accuracy of 45, 97, 92.6, and 75%, respectively . Furthermore an ultrasound specialist performed axillary investigation in the present study. From these reasons, we considered the present results were superior to those in our previous study.
Differences in criteria for judgment of axillary status or in the type of ultrasound device might have given rise to such inconsistency. Furthermore, although ultrasonography is less-invasive and relatively easy to apply, experienced skills are required to judge AUS-positive nodes. We sometimes wavered in our judgement whether ALNs were positive or not when ultrasound image of lymph nodes was less than 10 mm in diameter but homogeneously hypoechoic in centric area. From these reasons, AUS alone might be difficult to determine axillary staging.
We classified patients into 4 categories of axillary status according to 18F-FDG PET/CT and ultrasonography (Table 5).
Category 1 showed the patients who have AUS-negative lymph nodes without axillary 18F-FDG uptake. Fifteen percent of these 138 patients had ALNs involvement. Characteristics of ALN involvement were lesser number, smaller sizes, and lower nuclear grade of metastatic foci (Table 5). For these patients, SNB was successfully performed as shown in Table 3, and SNB is recommended to assess axillary nodal status.
Category 2 and 3 showed the patients having discrepancy between the axillary examinations of AUS and 18F-FDG uptake.
Category 2 showed the patients having 18F-FDG uptake but negative AUS. Half of these patients have metastatic foci in their axilla. The reason of the discrepancy was related to the fact that metastatic foci of small size (5 mm or less) and/or higher nuclear grade was detected by 18F-FDG uptake but were not by AUS.
Category 3 showed the patients having positive AUS without axillary 18F-FDG uptake. We found 4 (80%) of 5 patients had ALN involvement. The characteristic of these metastastic foci was lower nuclear grade. This result are in keeping with previous reports [8–10].
The conclusions could not be determined because the number of patients in categories 2 and 3 have been limited, but we could indicate lymph nodes having discrepancy in diagnosis between AUS and axillary 18F-FDG uptake were found to be frequently metastasized. When the discrepancy occurred between these two modalities, therefore, we suggest further axillary investigations such as core-needle biopsy, or fine needle aspiration cytology to evaluate precisely axillary nodal status.
We confirmed the positive lymph nodes found by 18F-FDG-PET matched the SNB results in all patients of category 2 that had involved SNs and received subsequent axillary dissection (shown in Table 6).
Category 4 showed the patients had double-positive ALNs of AUS and 18F-FDG uptake. PPV for detecting ALN involvement was 100%. These patients were recommended to undergo ALND without SLN. In addition, it might be rational to consider that patients having AUS positive nodes and axillary 18F-FDG uptake will have PSC without biopsy or fine needle aspiration cytology to the axilla.
Semiquantitative assessment of 18F-FDG PET/CT for the axilla
Table 4 showed higher SUV were significantly correlated with nuclear grade 3 and maximum size of metastatic foci but not with number of involved ALNs. These results also appear to reveal biological significance of axillary 18F-FDG accumulated to metastasized cancer cells.
When the cut-off of SUV exceeded 1.8, specificity and PPV of 18F-FDG PET/CT were almost 100%, but sensitivity notably decreased to 36% or lower.
From the present results, appropriate determination of the cut-off of SUV appeared possible to evaluate ALN involvement by means of 18F-FDG uptake. Especially by setting of cutoff of SUV, we could predict ALN involvement with excellent specificity and PPV. The cut-off of SUV for ALN involvement varies from 1.2 to 2.3 among reports previously published [9, 11]. The inter-institutional standardization of the cut-off value-off SUV for ALN evaluation remains to be settled.
Thus, we found that axillary 18F-FDG uptake added incremental diagnostic confidence to AUS. Richard L et al reported that 18F-FDG PET may have a role in assessing patients with medially or superiorly situated breast cancers that may drain preferentially or exclusively to internal mammary or supraclavicular nodes. A. Gil-Rendo et al also described that an advantage of 18F-FDG PET was to be able to detect internal mammary node metastasis, which is often clinically occult and poorly visualized by conventional modality including ultrasonography .
We experienced a patient having 18F-FDG uptake in a parasternal lymph node in spite of double-negativity in AUS and axillary 18F-FDG uptake. The lymph node has been proven to be metastasized by fine-needle aspiration cytology. Another patient who have double-positivity in AUS and axillary 18F-FDG uptake, also showed 18F-FDG uptake in infraclavicular lymph nodes. These two patients had chosen PSC, having been ineligible for this study protocol.
In conclusion, the diagnostic accuracy of visual assessment of 18F-FDG PET/CT was almost equivalent to that of AUS in sensitivity, specificity, and overall accuracy. When cut-off of SUV was set at 1.8 or more, specificity and PPV was each 100%. However, there are numerous factors that will influence SUV results and we should take into consideration the limited value of SUV in breast.
To our knowledge, this is the first study to compare between 18F-FDG PET/CT and ultrasonography for detecting of ALN involvement.
Considering their limited sensitivities, the high radiation exposure by 18F-FDG PET/CT and also costs of the examination, it is likely that AUS will be more cost-effective in detecting massive axillary tumor burden. However, when we cannot judge the axillary staging using AUS alone, metabolic approach of 18F-FDG PET/CT for axillary staging would enable us a much more confident diagnosis.
axillary lymph node
negative predictive value
- 18F-FDG PET/CT:
positron emission tomography/computed tomography with 18F-fluorodeoxyglucose
sentinel node biopsy
standardized uptake value
positive predictive value.
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The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2407/8/165/prepub
This work was supported by the grants for the Promotion of Defense Medicine from the Ministry of Defense, Japan. We thank Dr. Takashi Shigekawa for clinical assistance.
The authors declare that they have no competing interests.
SU performed the planning, acquisition of data, analysis of data, and writing of the manuscript. HT (pathologist) performed the planning, interpretation of data, and the manuscript in co-operation with SU. HA, JO, and KF (breast surgeons) performed surgery and the statistic analysis. YH, KT, JI, and YA (radiologists) performed the evaluation of tumoral SUV levels and data acquisition. NK (biochemist) performed the statistic analysis. TK (ultrasonographer) carried out axillary assessment. HM participated in its design and coordination in co-operation with SU and HT. All authors read and approved the final manuscript.
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Ueda, S., Tsuda, H., Asakawa, H. et al. Utility of 18F-fluoro-deoxyglucose emission tomography/computed tomography fusion imaging (18F-FDG PET/CT) in combination with ultrasonography for axillary staging in primary breast cancer. BMC Cancer 8, 165 (2008) doi:10.1186/1471-2407-8-165
- Positive Predictive Value
- Sentinel Node Biopsy
- Axillary Lymph Node
- Standerd Uptake Value
- Negative Predictive Value