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[April 28, 2012]
ACRIN 6665/RTOG 0132 Phase II Trial of Neoadjuvant Imatinib Mesylate for Operable Malignant Gastrointestinal Stromal Tumor: Monitoring with 18F-FDG PET and Correlation with Genotype and GLUT4 Expression [Journal of Nuclear Medicine, The]
(Journal of Nuclear Medicine, The Via Acquire Media NewsEdge) We investigated the correlation between metabolic response by 18 F-FDG PET and objective response, glucose transporter type 4 (GLUT4) expression, and KIT/PDGFRA mutation status in patients with gastrointestinal stromal tumor undergoing neoadjuvant imatinib mesylate therapy. Methods: 18 F-FDG PET was performed at baseline, 1-7 d, and 4 or 8 wk after imatinib mesylate initiation. Best objective response was defined by version 1.0 of the Response Evaluation Criteria in Solid Tumors (RECIST). Mutational analysis and tumor GLUT4 expression by immunohistochemistry were done on tissue obtained at baseline or surgery. Results: 18 F-FDG PET showed high baseline tumor glycolytic activity (mean SUVmax, 14.2; range, 1.3-53.2), decreasing after 1 wk of imatinib mesylate (mean, 5.5; range, -0.5-47.7, P < 0.001, n = 44), and again before surgery (mean, 3.0; range, -0.5-36.1, P < 0.001, n = 40). At week 1, there were 3 patients with complete metabolic response (CMR), 33 with partial metabolic response (PMR), 6 with stable metabolic disease (SMD), and 2 with progressive metabolic disease (PMD). Before surgery, there were 3 with CMR, 33 with PMR, 4 with SMD, and none with PMD. The best response according to RECIST was 2 with partial response, 36 with stable disease, and 1 with progressive disease (n = 39). Of the patients with a posttreatment decrease in GLUT4 expression, 1 had CMR, 15 had PMR, 2 had SMD, and 1 had PMD at week 1, whereas before surgery 1 patient had CMR, 16 had PMR, 2 had SMD, and none had PMD. Among 27 patients with KIT exon 11 mutations, 1 had CMR, 22 had PMR, 3 had SMD, and 1 had PMD at week 1, whereas 1 had CMR, 22 had PMR, 2 had SMD, and 2 were unknown before surgery; among 4 patients with a wild-type genotype, 2 had PMR and 2 SMD at week 1, whereas 1 had CMR, 2 had PMR, and 1 had SMD before surgery. Conclusion: After imatinib mesylate initiation, metabolic response by 18 F-FDG PET was documented earlier (1-7 d) and was of much greater magnitude (36/44) than that documented by RECIST (2/39). Immunohistochemistry data suggest that GLUT4 may play a role in 18 F-FDG uptake in gastrointestinal stromal tumor, GLUT4 levels decrease after imatinib mesylate therapy in most patients with PMR, and the biologic action of imatinib mesylate interacts with glycolysis and GLUT4 expression. A greater than 85% metabolic response was observed as early as days 1-7 in patients with exon 11 mutations.
Key Words: GIST; FDG-PET; GLUT4; genotype; therapeutic response J Nucl Med 2012; 53:567-574 DOI: 10.2967/jnumed.111.094425 Gastrointestinal stromal tumor (GIST) is the most common mesenchymal malignancy found in the alimentary tract (1). GIST cells show ultrastructural features and express cell markers typical of the normal interstitial cells of Cajal (2). The pathogenesis of GIST is related to the expression of the KIT receptor tyrosine kinase (CD117) in approximately 95% of patients, and gain-of-function activating mutations within the KIT gene are a key etiologic mechanism in approximately 80% of patients (3). Activating mutations in the PDGFRA gene are seen in about 8% of patients (4,5), and mutations in the serinethreonine kinase BRAF have also been identified in a small number of GISTs (6-8). No mutations are detectable in KIT, PDGFRA, or BRAF in approximately 10%-12% of patients, although uncontrolled KIT kinase activation has been noted even in the absence of mutation (4,9). Significant progress over the last decade in the understanding of aberrant signal transduction pathways in GIST has led to new paradigms regarding drug design and drug development and a significant breakthrough in the concept and application of molecular-targeted therapy.
Surgical resection is the initial therapy for patients with primary GIST considered to have resectable disease and no metastases. Metastatic GIST is both chemoresistant and insensitive to irradiation and had a dismal outcome before 2000 (10). Recent studies, however, have shown promising results and greatly improved survival when patients with GIST were treated with imatinib mesylate (STI571, Gleevec, Glivec; Novartis Pharmaceuticals), a selective small molecule that inhibits tumor growth by competitive interaction at the adenosine triphosphate (ATP)-binding site of the KIT receptor (11,12).
Multiple imaging modalities are available to evaluate patients with GIST, including CT, MRI, and PET with 18 F-FDG, now integrated with CT (13). Although CT is more readily available, we and others have demonstrated that metabolic response by 18 F-FDG PET can be observed within hours after initiation of imatinib mesylate and precedes significant changes in tumor size by weeks, months, or even years (11,14-18). This trial was designed before the publication by Choi et al., who proposed new CT response criteria based on changes in size and density (19), and these criteria were not used in this trial. There also remain controversies about anatomy-based response evaluation criteria in patients with GIST (20).
The objectives of this phase II trial by the American College of Radiology Imaging Network (ACRIN) and Radiation Therapy Oncology Group (RTOG) were first, to determine the outcome and toxicity of imatinib mesylate given as a neoadjuvant agent before a planned surgical resection; second, to assess metabolic response by 18 F-FDG PET as the change in the maximum standardized uptake value (SUVmax) during week 1 of therapy and before surgery and correlate metabolic response with anatomic response assessed by version 1.0 of the Response Evaluation Criteria in Solid Tumors (RECIST) (21); third, to determine whether an early decline in SUVmax is an early predictor of response; fourth, to correlate glucose transporter type 4 (GLUT4) expression with SUVmax before and after imatinib mesylate; and fifth, to compare KIT/PDGFRA mutation status with metabolic response by 18 F-FDG PET. The early clinical results of this prospective phase II multiinstitutional trial were recently published (22). This report addresses the last 4 remaining objectives listed above.
MATERIALS AND METHODS Patients ACRIN 6665/RTOG 0132 was open to accrual from February 2002 through June 2006. Eligible patients were required to have resectable primary or metastatic/recurrent GIST and documented tumor CD117 positivity. After institutional review board approval at each of the 18 participating sites, 63 patients gave written informed consent and were enrolled; 57 patients were considered to be eligible (Supplemental Fig. 1; supplemental materials are available online only at
). Patients were treated with imatinib mesylate (600 mg daily, by mouth) for 8-12 wk until the day of surgery. Tumor tissue samples were obtained before imatinib mesylate treatment and at the time of surgical resection. Imatinib mesylate was stopped the day before surgery and then resumed postoperatively as adjuvant therapy and continued until disease progression or for 2 y.
Imaging, Image Analyses, and Response Assessments Imaging. 18 F-FDG PET was performed using a standard acquisition protocol (described in the supplemental data) before initiation of drug therapy, during week 1 of therapy, and at week 4 in patients with progressive disease or at week 8 in patients with stable or responding disease before surgical resection.
Unless medically contraindicated, contrast-enhanced CT and MRI were performed in accordance with RECIST (version 1.0) specifications before treatment, after 4 wk of therapy, and before surgery. CT was used at initial staging in all patients, and MRI was used instead of CT after induction in 2 patients, but details on the MRI protocols used are not available.
Image Analysis. The 18 F-FDG PET, CT, and MRI scans were submitted electronically to ACRIN, stored in an electronic database, and used for both visual interpretation and semiquantitative analysis of the 18 F-FDG PET data. All analyses were performed at the PET core laboratory of the Dana-Farber Cancer Institute sponsored by ACRIN. All scans were interpreted independently by 2 readers without knowledge of the clinical history or pathology results. Target lesions on PET were chosen by the PET core laboratory independently of the CT, MRI, or clinical findings recorded at the participating sites. Target lesions on CT were chosen by the individual sites on the basis of the RECIST criteria independently of the PET findings. The study design did not require matching of target lesions between the 2 imaging modalities.
The pretreatment and posttreatment 18 F-FDG PET scans were visually compared to determine the change in tumor 18 F-FDG uptake using a 5-point ordinal scale, as well as semiquantitative analysis of the relative changes in background-subtracted SUVmax (supplemental data).
Conventional cross-sectional images were interpreted independently at participating sites by radiologists who measured the change in size of lesions by the RECIST criteria without knowledge of the clinical history, PET results, or biopsy results.
Semiquantitative analysis of background-subtracted SUVmax was correlated with size changes on conventional cross-sectional imaging and glucose transporter expression.
Response Assessment. Anatomic response to neoadjuvant imatinib mesylate therapy by CT or MRI was evaluated in accordance with RECIST (21). The criteria of Choi et al. (19) were not published when this trial was designed and were not used.
Metabolic response by 18 F-FDG PET was determined in accordance with the criteria of the European Organization for Research and Treatment of Cancer (EORTC), with increases or decreases of more than 25% in SUVmax defining progressive metabolic disease (PMD) and partial metabolic response (PMR), respectively, and new lesions defining PMD (23). The percentage decline in SUVmax relative to baseline during week 1 and just before surgery (at week 4 in patients with progressive disease or week 8 in patients with stable or responding disease) was measured. The results of the week 1 scans were also analyzed to determine whether they were predictive of the response just before surgery. The 18 F-FDG PET results were also compared with the pathologic results of glucose transporter expression at baseline and after treatment, as well as with the mutational status.
Tumor Tissue Analysis Tumor samples were collected from core-needle biopsies at baseline before imatinib mesylate therapy and from the surgical specimen obtained at the time of surgery after neoadjuvant therapy. Immunohistochemical analysis of CD117 was performed to confirm GIST diagnosis and cellularity of samples. Immunohistochemical analysis of GLUT4 and KIT and PDGFRA DNA mutational status (supplemental data) were evaluated as correlative endpoints.
Statistical Analysis The change in background-subtracted SUVmax before and after treatment was evaluated. Formal comparisons of SUVmax at baseline to week 1 and to the presurgery time point were made using a Wilcoxon signed-rank test. A secondary analysis using mixed models was also performed. Regression modeling was planned in order to assess the performance of change in SUVmax as a predictor of anatomic response, as defined by RECIST. However, because the observed response rate was high and the patient sample size was limited, we report only descriptive analyses using waterfall plots. Data on GLUT4 expression and KIT/PDGFR mutation status were summarized numerically and graphically. Similarly, Cox regression modeling was planned to examine the ability of SUVmax change to predict overall and progression-free survival; however, the observed mortality and disease progression rates were too low. Computations for these analyses were performed using SPlus graphics and subroutines from the SAS software (SAS9; SAS Institute Inc.) RESULTS Patients The median age of all 63 patients enrolled was 59 y (range, 24-84 y), and there were 34 men (54%). Among the 44 patients who had all imaging studies performed at 2 or all 3 time points (baseline, 1 wk, and 4 or 8 wk), the median age was 55 y (range, 36-78 y), and there was an equal male and female distribution. Twenty-nine patients (66%) had primary GIST, and 15 (34%) had recurrent GIST. Tumors were located most often in the stomach (n = 20, 45%); disease was also located in the small intestine (n = 5, 11%), large bowel (n = 1, 2%), and other sites (n = 18, 41%). There was metastatic disease in 4 patients (9%) and none in the remaining 40 (91%); all were considered to have resectable tumors.
Imaging, Image Analysis, and Response Assessment Imaging. Forty-four patients underwent 18 F-FDG PET at baseline and week 1, and 40 patients at week 4 or 8, for a total of 128 scans. The mean fasting period was 10.4 h (range, 4- 20 h). Mean glucose level was 99.1 mg/dL (range, 61-192 mg/dL). Emission scans were initiated 64.7 min on average (range, 44-118 min) after injection of 18 F-FDG (mean, 610 MBq; range, 159-925 MBq). The 18 F-FDG PET images were acquired in 2-dimensional mode for most scans (n = 109) and in 3-dimensional mode for the remainder; for patients imaged on dedicated PET scanners the mean transmission scan time was 4 min (range, 1-7 min) per bed position, and the mean emission scan time was 5.7 min (range, 2-10 min) per bed position for interleaved scans. Most 18 F-FDG PET scans were reconstructed with an iterative algorithm. Image quality was considered adequate for 106 scans, was considered suboptimal in 21, and was not reported in 1.
Image Analysis and Response Assessment. Most GIST tumors were intensely 18 F-FDG-avid before treatment with imatinib mesylate, as is shown in Figure 1, and demonstrated a marked decrease in 18 F-FDG uptake within 1 wk after initiation of treatment. All tumors that showed this pattern remained 18 F-FDG-negative at the time of surgery.
The range of SUVmax within the tumors at each time point is shown in Table 1. High tumor glycolytic activity was seen at baseline (mean SUVmax, 14.2; range, 1.3-53.2), significantly decreasing during the first week of imatinib mesylate therapy (mean, 5.5; range, 20.5-47.7, P < 0.001, n = 44) and again before surgery (mean, 3.0; range, 20.5-36.1, P < 0.001, n = 40). The percentage changes in SUVmax at week 1 and before surgery relative to baseline (P < 0.001), and of SUVmax at week 1 versus before surgery, are shown in Table 1.
During week 1, on the basis of the criteria of the EORTC, 3 patients had a complete metabolic response (CMR), 33 had PMR, 6 had stable metabolic disease (SMD), and 2 had PMD (Fig. 2A). Before surgery, the distribution of metabolic responses was 3 CMR, 33 PMR, 4 SMD, and no PMD (Fig. 2B). We did not observe new lesions at either time point, and all tumors that showed reduction or resolution of 18 F-FDG uptake at week 1 continued to show further reduction or remained negative at the time of surgery. All tumors within each patient responded similarly to imatinib therapy in this population of patients who were naïve to any tyrosine kinase inhibitor therapy.
For 39 patients, the RECIST best response was 2 patients with partial response, 36 with stable disease, and 1 with progressive disease. Figures 2C and 2D present the RECIST overall best response superimposed onto the metabolic response data during week 1 and before surgery.
Outcome Analysis The early clinical results of this prospective trial of preoperative imatinib in GIST were reported previously by Eisenberg et al. (22). Recently, 5-y clinical data were analyzed, and this analysis will be the subject of another article. There were no reported relapses, disease progression, or deaths during the imaging duration of this trial.
Tumor Tissue Analysis GLUT4 expression was available in 22 of the 44 eligible and evaluable patients in the study cohort who had matching pairs of pre-imatinib mesylate (biopsy) and post-imatinib mesylate (resection) tissue samples that were of sufficient quality. These 22 patients included both exon 11 KIT mutations and wild-type GIST tissue samples (i.e., KIT/PDGRA-negative mutants) and were therefore representative of the larger group.
GLUT4 expression decreased from pretreatment to posttreatment specimens in 19 patients and remained unchanged in 3 patients. Table 1 summarizes changes in GLUT4 expression for each level of metabolic response according to the European Organization for Research and Treatment of Cancer. Of the patients with any decrease in GLUT4 expression, 1 patient had CMR, 15 had PMR, 2 had SMD, and 1 had PMD at week 1, whereas 1 patient had CMR, 16 had PMR, 2 had SMD, and none had PMD before surgery. Using a Fisher exact test of association on the categorization, the reduction in GLUT4 showed no association with the reduction in tumor 18 F-FDG uptake. Figure 3 shows GLUT4 immunohistochemical and 18 F-FDG PET studies performed on a patient with a primary gastric GIST before and 8 wk after imatinib mesylate therapy. The GLUT4 immunohistochemical study performed on a core biopsy sample at baseline shows intense brown staining that is no longer apparent on the week 8 surgical specimen obtained after resection of the left-upperquadrant mass. 18 F-FDG PET images of the same patient before imatinib mesylate therapy show intense 18 F-FDG uptake in the gastric mass, which had resolved at week 8, before surgery. GLUT1 was also evaluated; however, its expression was absent in the initial cases tested (Supplemental Fig. 2) and was subsequently not evaluated in all samples.
Genotype information was available for 31 (70%) of the 44 eligible and evaluable patients in the study cohort. Primary KIT exon 11 mutations were seen in 27 of 31 patients, PDGFRA mutations were detected in none of the samples (2 were unknown before surgery), and 4 cases lack mutations in either gene. The remaining 13 patients had insufficient samples for the mutational analysis or no samples. Among 27 patients with KIT exon 11 mutations, 1 had CMR, 22 PMR, 3 SMD, and 1 PMD at week 1; among 4 patients with thewild-type genotype, 2 had PMR and 2 SMD at week 1. In the presurgery study, among 25 patients with an exon 11 mutation, 1 had CMR, 22 PMR, and 2 SMD, versus 1 with CMR, 2 with PMR, and 1 with SMD among the 4 patients with the wild-type genotype.
DISCUSSION The early clinical results of this prospective phase II multiinstitutional ACRIN/RTOG trial have shown that the use of preoperative imatinib mesylate was feasible, with minimal drug-related toxicity and surgical morbidity (22). The preoperative use of imatinib mesylate has also been shown to improve resectability and reduce surgical morbidity in patients with unresectable or locally advanced GISTs (24).
The first 2 objectives of this report were to focus on the evaluation of 18 F-FDG PET as a noninvasive functional imaging tool to assess metabolism of the tumor before and during imatinib mesylate administration, and to compare the tumor metabolic response using the EORTC criteria (23) to the traditional response evaluation by RECIST (21). A retrospective analysis of the CT scans to assess the methods proposed by Choi et al. (19) is not possible at this time.
The results demonstrate that the baseline glycolytic activity in these tumors before imatinib mesylate was high, as reflected by a mean absolute SUVmax of 14.2, supporting earlier observations that 18 F-FDG PET is a sensitive means for staging patients with GIST (11,25). After therapy, a significant decrease in tumor metabolic activity was seen at all tumor sites in 82% of patients (36/44) as early as 1 wk after initiation of imatinib mesylate, including 3 patients with CMR. Before surgery, 90% of patients (36/40) had achieved CMR or PMR, and 4 patients had SMD. This rapid shutdown of glycolytic activity is consistent with our prior observation in the pivotal trial of imatinib mesylate in metastatic GIST (11,14) and later confirmed by others (15,26). The use of 18 F-FDG PET soon after treatment can therefore help identify patients with primary resistance to the drug, given that up to 14% of primary GISTs may show initial resistance to imatinib mesylate therapy (11,27).
Conversely, therapeutic response evaluation using conventional criteria that are based solely on changes in tumor size was not predictive of response (15-18,28-30). Only 2 of 39 patients achieved partial response as best response by RECIST in this neoadjuvant trial. 18 F-FDG PET is, therefore, the imaging modality of choice for the evaluation of therapeutic response to imatinib mesylate in patients with GIST who are naïve to tyrosine kinase inhibitor therapy (25,31).
Decreased tumor density is often observed in patients treated with tyrosine kinase inhibitors even in the absence of a decrease in tumor size. Proposals to refine anatomybased response criteria using either no growth in tumor size (18,27) or a combination of tumor density and size criteria such as those proposed by Choi et al. have been made (19,30), but these refined criteria have been tested so far only in a GIST population that was naíve to the drug, and they are not yet universally accepted. The extrapolation and generalization of these criteria to any GIST population, including patients who have been exposed to prior targeted therapy, remains controversial (20).
A recent comparison of the RECIST and Choi criteria in patients with renal cell carcinoma treated with targeted therapy has shown that the better predictor of response was actually a simple 10% reduction in the longest unidimensional tumor diameter (32). Given the practical utility of a no-growth assessment or single linear measurement over the complexity of the methodology involved with the RECIST or Choi criteria, there is clearly an urgent need to validate which anatomic criteria are indeed the best predictors of response in GIST and other tumors treated with targeted therapies.
The abnormal use of glucose by tumor cells has been known since the last century (33) and is most likely related to oncogenic transformation, upregulation of the AKT pathway, and upregulation of glucose transporters. Glucose uptake in GIST cells has been shown to be mediated by gain-of-function mutations in KIT leading to constitutive activation of the KIT/PI3K/ AKT pathway. Results from in vitro experiments have demonstrated that imatinib mesylate directly leads to decreased glucose transport into GIST cells in an AKT-dependent manner (34). These in vitro data are quite complementary to the observations made on 18 F-FDG PET clinically. GIST tumors show intense 18 F-FDG uptake and high SUVmax consistent with an increased rate of glucose uptake and glucose metabolism relative to normal tissue. Conversely, after imatinib mesylate therapy, a marked decrease in 18 F-FDG uptake is seen shortly after initiation of treatment, most likely related to decreased glucose (and 18 F-FDG) transport into the tumor. We sought to study GLUT expression in the patients enrolled in this neoadjuvant trial and found that all patients expressed detectable levels of GLUT4 before imatinib mesylate therapy and that GLUT4 expression decreased in 19 of 22 patients for whom tumor samples were available at the time of surgery. Of the patients with any decrease in GLUT4 expression, 16 of 19 also showed metabolic response by 18 F-FDG PET at week 1, and 17 of 19 had metabolic response before surgery. This decrease in GLUT4 expression and resulting decrease in 18 F-FDG uptake may be reflective of the translocation via endocytosis of the plasma membrane-bound GLUT4 to the cytosol as described by Tarn et al. in GIST cells in culture treated with imatinib mesylate therapy (34). It is interesting to note that GLUT1, the other prominent glucose transporter that is responsible for the low level of basal glucose uptake required to sustain respiration in all cells, was not abundantly expressed in this patient population and in most cases was undetectable (Supplemental Fig. 2). This observation is consistent with a recent case report that found weak GLUT1 but intense GLUT4 membrane staining in an esophageal GIST (27).
A close relationship has also been reported between the genomic pattern of these tumors and response to tyrosine kinase inhibitors. The results of the gene expression profiling performed on tumor samples obtained from the patient population enrolled in this ACRIN/RTOG trial were reported separately (35). Of this population, 31 patients who underwent 18 F-FDG PET had enough evaluable tissue to perform molecular characterization of their tumors as well. KIT exon 11 mutations were seen in 27 of 31 patients, whereas the remaining 4 patients tested had the wild-type genotype, that is, lacking KIT or PDGFRA mutations. Primary and secondary kinase genotypes do correlate with the biologic and clinical response to tyrosine kinase inhibitors, and KIT exon 11 mutant GISTs are more sensitive and responsive to imatinib mesylate therapy than KIT exon 9 mutant or wild-type GISTs (36-38). We observed a marked metabolic response by 18 F-FDG PET in more than 85% (23/27) of patients with exon 11 mutations at both time points. The KIT/PDGFRA mutation-negative patients showed response in =0% (2/4) as early as 1 wk after initiation of treatment and in 75% (3/4) at 8 wk.
CONCLUSION Intense 18 F-FDG uptake is seen in most GIST tumors before therapy. After initiation of imatinib mesylate therapy, metabolic response is documented earlier (1-7 d) and is of much greater magnitude (36/44) than the anatomic response documented by RECIST (2/39), indicating that 18 F-FDG PET is the imaging modality of choice in the evaluation of patients with GIST treated with imatinib mesylate and should be part of the routine management of patients with GIST.
A greater than 85% metabolic response was observed as early as days 1-7 in patients with exon 11 mutations.
The immunohistochemical data suggest that GLUT4 may play a role in 18 F-FDG uptake in GIST, that GLUT4 levels decrease after imatinib mesylate therapy in most patients with metabolic response, and that the biologic action of imatinib mesylate directly interacts with glycolysis and GLUT4 expression, resulting in decreased 18 F-FDG uptake.
Our results suggest that the clinical activity of imatinib mesylate is at least in part associated with modulation of the primary target and alteration of glycolysis, including a decrease in GLUT4 expression, as well as KIT exon 11 mutational status.
DISCLOSURE STATEMENT The costs of publication of this article were defrayed in part by the payment of page charges. Therefore, and solely to indicate this fact, this article is hereby marked "advertisement" in accordance with 18 USC section 1734.
ACKNOWLEDGMENTS We thank all the patients who generously volunteered to participate in this study, the study team staffs at the participating institutions, and ACRIN. We acknowledge the contributions of Ramsey Badawi, and we recognize the pioneering work of George Demetri and his team in bringing novel therapies to patients with GISTs. This project was funded in part by the Department of Health and Human Services and the National Cancer Institute through grants U01 CA079778, U01 CA080098, and R01 CA106588. The contents of this publication do not necessarily reflect the views or policies of the Department of Health and Human Services, nor is endorsement by the U.S. government implied. This study was presented in part at the 2008 annual meeting of the American College of Radiology Imaging Network and at the 2009 annual meeting of the American Society of Clinical Oncology. No other potential conflict of interest relevant to this article was reported.
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Annick D. Van den Abbeele1, Constantine Gatsonis2, Daniel J. de Vries1, Yulia Melenevsky1, Agnieszka Szot-Barnes1, Jeffrey T. Yap1, Andrew K. Godwin3, Lori Rink4, Min Huang4, Meridith Blevins2, JoRean Sicks2, Burton Eisenberg5, and Barry A. Siegel6 1Department of Imaging, Dana-Farber Cancer Institute, Boston, Massachusetts, and Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts; 2Center for Statistical Sciences, Brown University, Providence, Rhode Island; 3University of Kansas Medical Center, Kansas City, Kansas; 4Fox Chase Cancer Center, Philadelphia, Pennsylvania; 5Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire; and 6Division of Nuclear Medicine, Mallinckrodt Institute of Radiology and the Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri Received Jun. 13, 2011; revision accepted Dec. 12, 2011.
For correspondence or reprints contact: Annick D. Van den Abbeele, Department of Imaging, Dana-Farber Cancer Institute, 44 Binney St., Dana 101, Boston, MA 02115.
E-mail: firstname.lastname@example.org Published online Mar. 1, 2012.
COPYRIGHT © 2012 by the Society of Nuclear Medicine, Inc.
(c) 2012 Society of Nuclear Medicine
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