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Torka P, Pederson LD, Knopp MV, Poon D, Zhang J, Kahl BS, Higley HR, Kelloff G, Friedberg JW, Schwartz LH, Wilson WH, Leonard JP, Bartlett NL, Schöder H, Ruppert AS. Is local review of positron emission tomography scans sufficient in diffuse large B-cell lymphoma clinical trials? A CALGB 50303 analysis. Cancer Med 2023; 12:8211-8217. [PMID: 36799072 PMCID: PMC10134372 DOI: 10.1002/cam4.5628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 12/15/2022] [Accepted: 01/05/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Quantitative methods of Fluorodeoxyglucose Positron Emission Tomography (FDG-PET) interpretation, including the percent change in FDG uptake from baseline (ΔSUV), are under investigation in lymphoma to overcome challenges associated with visual scoring systems (VSS) such as the Deauville 5-point scale (5-PS). METHODS In CALGB 50303, patients with DLBCL received frontline R-CHOP or DA-EPOCH-R, and although there were no significant associations between interim PET responses assessed centrally after cycle 2 (iPET) using 5-PS with progression-free survival (PFS) or overall survival (OS), there were significant associations between central determinations of iPET ∆SUV with PFS/OS. In this patient cohort, we retrospectively compared local vs central iPET readings and evaluated associations between local imaging data and survival outcomes. RESULTS Agreement between local and central review was moderate (kappa = 0.53) for VSS and high (kappa = 0.81) for ∆SUV categories (<66% vs. ≥66%). ∆SUV ≥66% at iPET was significantly associated with PFS (p = 0.03) and OS (p = 0.002), but VSS was not. Associations with PFS/OS when applying local review vs central review were comparable. CONCLUSIONS These data suggest that local PET interpretation for response determination may be acceptable in clinical trials. Our findings also highlight limitations of VSS and call for incorporation of more objective measures of response assessment in clinical trials.
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Affiliation(s)
- Pallawi Torka
- Department of MedicineRoswell Park Cancer Comprehensive Cancer CenterBuffaloNew YorkUSA
| | - Levi D. Pederson
- Alliance Statistics and Data Management CenterMayo ClinicRochesterMinnesotaUSA
| | | | - David Poon
- Department of RadiologyThe Ohio State UniversityColumbusOhioUSA
| | - Jun Zhang
- Department of RadiologyThe Ohio State UniversityColumbusOhioUSA
| | - Brad S. Kahl
- Department of MedicineWashington University School of MedicineSt. LouisMissouriUSA
| | | | - Gary Kelloff
- Division of Cancer Treatment and DiagnosisNational Cancer Institute, National Institutes of HealthRockvilleMarylandUSA
| | | | | | - Wyndham H. Wilson
- Lymphoid Malignancies Branch, National Cancer Institute, National Institutes of HealthRockvilleMarylandUSA
| | - John P. Leonard
- Department of MedicineWeill Cornell Medical CollegeNew YorkNew YorkUSA
| | - Nancy L. Bartlett
- Department of MedicineWashington University School of MedicineSt. LouisMissouriUSA
| | - Heiko Schöder
- Department of RadiologyMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
| | - Amy S. Ruppert
- Department of Internal MedicineThe Ohio State UniversityColumbusOhioUSA
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Hasani N, Paravastu SS, Farhadi F, Yousefirizi F, Morris MA, Rahmim A, Roschewski M, Summers RM, Saboury B. Artificial Intelligence in Lymphoma PET Imaging:: A Scoping Review (Current Trends and Future Directions). PET Clin 2022; 17:145-174. [PMID: 34809864 PMCID: PMC8735853 DOI: 10.1016/j.cpet.2021.09.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Malignant lymphomas are a family of heterogenous disorders caused by clonal proliferation of lymphocytes. 18F-FDG-PET has proven to provide essential information for accurate quantification of disease burden, treatment response evaluation, and prognostication. However, manual delineation of hypermetabolic lesions is often a time-consuming and impractical task. Applications of artificial intelligence (AI) may provide solutions to overcome this challenge. Beyond segmentation and detection of lesions, AI could enhance tumor characterization and heterogeneity quantification, as well as treatment response prediction and recurrence risk stratification. In this scoping review, we have systematically mapped and discussed the current applications of AI (such as detection, classification, segmentation as well as the prediction and prognostication) in lymphoma PET.
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Affiliation(s)
- Navid Hasani
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; University of Queensland Faculty of Medicine, Ochsner Clinical School, New Orleans, LA 70121, USA
| | - Sriram S Paravastu
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA
| | - Faraz Farhadi
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA
| | - Fereshteh Yousefirizi
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada
| | - Michael A Morris
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; Department of Computer Science and Electrical Engineering, University of Maryland-Baltimore Country, Baltimore, MD, USA
| | - Arman Rahmim
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada; Department of Radiology, BC Cancer Research Institute, University of British Columbia, 675 West 10th Avenue, Vancouver, British Columbia, V5Z 1L3, Canada
| | - Mark Roschewski
- Lymphoid Malignancies Branch, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Ronald M Summers
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA.
| | - Babak Saboury
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; Department of Computer Science and Electrical Engineering, University of Maryland-Baltimore Country, Baltimore, MD, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Weisman AJ, Kim J, Lee I, McCarten KM, Kessel S, Schwartz CL, Kelly KM, Jeraj R, Cho SY, Bradshaw TJ. Automated quantification of baseline imaging PET metrics on FDG PET/CT images of pediatric Hodgkin lymphoma patients. EJNMMI Phys 2020; 7:76. [PMID: 33315178 PMCID: PMC7736382 DOI: 10.1186/s40658-020-00346-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/30/2020] [Indexed: 11/10/2022] Open
Abstract
PURPOSE For pediatric lymphoma, quantitative FDG PET/CT imaging features such as metabolic tumor volume (MTV) are important for prognosis and risk stratification strategies. However, feature extraction is difficult and time-consuming in cases of high disease burden. The purpose of this study was to fully automate the measurement of PET imaging features in PET/CT images of pediatric lymphoma. METHODS 18F-FDG PET/CT baseline images of 100 pediatric Hodgkin lymphoma patients were retrospectively analyzed. Two nuclear medicine physicians identified and segmented FDG avid disease using PET thresholding methods. Both PET and CT images were used as inputs to a three-dimensional patch-based, multi-resolution pathway convolutional neural network architecture, DeepMedic. The model was trained to replicate physician segmentations using an ensemble of three networks trained with 5-fold cross-validation. The maximum SUV (SUVmax), MTV, total lesion glycolysis (TLG), surface-area-to-volume ratio (SA/MTV), and a measure of disease spread (Dmaxpatient) were extracted from the model output. Pearson's correlation coefficient and relative percent differences were calculated between automated and physician-extracted features. RESULTS Median Dice similarity coefficient of patient contours between automated and physician contours was 0.86 (IQR 0.78-0.91). Automated SUVmax values matched exactly the physician determined values in 81/100 cases, with Pearson's correlation coefficient (R) of 0.95. Automated MTV was strongly correlated with physician MTV (R = 0.88), though it was slightly underestimated with a median (IQR) relative difference of - 4.3% (- 10.0-5.7%). Agreement of TLG was excellent (R = 0.94), with median (IQR) relative difference of - 0.4% (- 5.2-7.0%). Median relative percent differences were 6.8% (R = 0.91; IQR 1.6-4.3%) for SA/MTV, and 4.5% (R = 0.51; IQR - 7.5-40.9%) for Dmaxpatient, which was the most difficult feature to quantify automatically. CONCLUSIONS An automated method using an ensemble of multi-resolution pathway 3D CNNs was able to quantify PET imaging features of lymphoma on baseline FDG PET/CT images with excellent agreement to reference physician PET segmentation. Automated methods with faster throughput for PET quantitation, such as MTV and TLG, show promise in more accessible clinical and research applications.
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Affiliation(s)
- Amy J Weisman
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Jihyun Kim
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Inki Lee
- Department of Nuclear Medicine Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | | | | | | | - Kara M Kelly
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA
| | - Robert Jeraj
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Steve Y Cho
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
- University of Wisconsin Carbone Comprehensive Cancer Center, Madison, WI, USA
| | - Tyler J Bradshaw
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.
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Han EJ, O JH, Jung SE, Park G, Choi BO, Jeon YW, Min GJ, Cho SG. FDG PET/CT Findings of Castleman Disease Assessed by Histologic Subtypes and Compared with Laboratory Findings. Diagnostics (Basel) 2020; 10:diagnostics10120998. [PMID: 33255420 PMCID: PMC7761046 DOI: 10.3390/diagnostics10120998] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 11/20/2020] [Accepted: 11/21/2020] [Indexed: 01/09/2023] Open
Abstract
Castleman disease (CD) is a relatively rare lymphoproliferative disorder and the pathophysiology of the subtypes are incompletely understood. Fluorine-18 fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) demonstrates the metabolic activity of inflammatory and tumorous conditions. The FDG uptake intensity and sites of involved lesions on FDG PET/CT were assessed by histologic subtypes, and compared to the patient's hemoglobin, platelet, albumin, and high-sensitivity C-reactive protein (hs-CRP) levels. In total, 60 PET/CT images of 44 consecutive CD patients were included: 4 (9%) unicentric and 40 (91%) multicentric; 21 (48%) hyaline vascular subtype, 16 (36%) plasma cell, and 7 (16%) mixed or unclassified. The maximum standardized uptake value (SUVmax) and tumor-to-liver (T/L) ratio of involved lymph nodes (LNs) were 5.3 ± 2.4 (range, 1.6-11.5) and 2.8 ± 1.6 (range, 1.1-9.6), respectively, with no significant difference between the histologic subtypes. Higher number of involved LN stations and presence of extra-nodal involvement on FDG PET/CT were associated with thrombocytopenia, hypoalbuminemia, and elevated hs-CRP levels (p values < 0.05). FDG-avidity was not different by histologic subtypes and did not correlate with laboratory findings. However, the extent of nodal and extra-nodal involvement as noted on FDG PET/CT was significantly associated with abnormal laboratory findings in patients with CD.
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Affiliation(s)
- Eun Ji Han
- Division of Nuclear Medicine, Department of Radiology, Yeouido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Joo Hyun O
- Division of Nuclear Medicine, Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea
- Correspondence:
| | - Seung-Eun Jung
- Department of Radiology, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Gyeongsin Park
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Byung-Ock Choi
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Young-Woo Jeon
- Department of Hematology, Yeouido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea;
| | - Gi-June Min
- Department of Hematology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea; (G.-J.M.); (S.-G.C.)
| | - Seok-Goo Cho
- Department of Hematology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea; (G.-J.M.); (S.-G.C.)
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Baranska D, Matera K, Podgorski M, Gorska-Chrzastek M, Krajewska K, Trelinska J, Grzelak P. Feasibility of diffusion-weighted imaging with DWIBS in staging Hodgkin lymphoma in pediatric patients: comparison with PET/CT. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2018; 32:381-390. [PMID: 30498885 PMCID: PMC6525117 DOI: 10.1007/s10334-018-0726-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 11/20/2018] [Accepted: 11/22/2018] [Indexed: 12/17/2022]
Abstract
Objective The aim of the study was to evaluate feasibility of diffusion-weighted whole-body imaging with background body signal suppression (DWIBS) method in diagnosing Hodgkin lymphoma in pediatric patients and to compare it with 18F-FDG PET/CT as a gold standard. Materials and methods Eleven patients (median age 14) with newly diagnosed Hodgkin lymphoma were examined with 18F-FDG PET/CT and MRI including whole-body DWIBS sequence (b = 0, 800 s/mm2), before the oncologic treatment. About 26 locations of lymphatic tissues were evaluated visually and quantitatively using ADCmean (DWIBS) and SUVmax (18F-FDG PET/CT), respectively. Results All affected lymph node regions (n = 134) diagnosed in 18F-FDG PET/CT were found with DWIBS, presenting decreased diffusion. Significant correlation was found between ADC and SUV values (R2 = − 0.37; p = 0.0001). Nevertheless, additional 33 regions were recognized only by DWIBS. They were significantly smaller than regions diagnosed by both methods. Discussion Agreement between DWIBS and 18F-FDG PET/CT for detection and staging of malignant lymphoma is high. DWIBS can be used for the evaluation of pediatric Hodgkin lymphoma.
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Affiliation(s)
- Dobromila Baranska
- Department of Diagnostic Imaging, Polish Mother's Memorial Hospital-Research Institute in Lodz, Rzgowska 281/289, 93-338, Lodz, Poland
| | - Katarzyna Matera
- Department of Diagnostic Imaging, Polish Mother's Memorial Hospital-Research Institute in Lodz, Rzgowska 281/289, 93-338, Lodz, Poland.
| | - Michal Podgorski
- Department of Diagnostic Imaging, Polish Mother's Memorial Hospital-Research Institute in Lodz, Rzgowska 281/289, 93-338, Lodz, Poland
| | | | - Karolina Krajewska
- Department of Pediatrics, Oncology, Hematology and Diabetology Medical, University of Lodz, Pankiewicza 16, 91-738, Lodz, Poland
| | - Joanna Trelinska
- Department of Pediatrics, Oncology, Hematology and Diabetology Medical, University of Lodz, Pankiewicza 16, 91-738, Lodz, Poland
| | - Piotr Grzelak
- Department of Diagnostic Imaging, Polish Mother's Memorial Hospital-Research Institute in Lodz, Rzgowska 281/289, 93-338, Lodz, Poland
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Ceriani L, Barrington S, Biggi A, Malkowski B, Metser U, Versari A, Martelli M, Davies A, Johnson PW, Zucca E, Chauvie S. Training improves the interobserver agreement of the expert positron emission tomography review panel in primary mediastinal B-cell lymphoma: interim analysis in the ongoing International Extranodal Lymphoma Study Group-37 study. Hematol Oncol 2017; 35:548-553. [PMID: 27545416 DOI: 10.1002/hon.2339] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2016] [Revised: 07/11/2016] [Accepted: 07/13/2016] [Indexed: 02/11/2024]
Abstract
The International Extranodal Lymphoma Study Group (IELSG)-37 is a prospective randomized trial assessing the role of consolidation mediastinal radiotherapy after immunochemotherapy to patients with newly diagnosed primary mediastinal large B-cell lymphoma (PMBCL). It is a positron emission tomography (PET) response-guided study where patients obtaining a complete metabolic response on an end-of-therapy PET-computed tomography (CT) scan evaluated by a central review are randomized to receive radiotherapy or no further treatment. The aims of this study were to measure agreement between reviewers reporting PET-CT scans for this trial and to determine the effect of training upon concordance rates. The review panel comprised 6 experienced nuclear physicians who read PET-CT scans using the 5-point Deauville scale. Interobserver agreement (IOA) was measured at 4 time points: after a blinded review of a "training set" of 20 patients with PMBCL from the previous IELSG-26 study (phase 1); after the first 10 clinical cases enrolled in the IELSG-37 (phase 2); and after 2 further groups of 50 (phase 3) and 40 clinical cases (phase 4). After feedback from the training set and the first 10 cases, a meeting was held to discuss interpretation, and a detailed set of instructions for the review procedure was agreed and acted upon. Between 2012 and 2014, the first 100 patients were reviewed. Using Deauville score 3 as the cutoff for a complete metabolic response, the overall IOA among the reviewers was good (Krippendorff α = 0.72.) The binary concordance between pairs of reviewers (Cohen κ) ranged from 0.60 to 0.78. The IOA, initially moderate, improved progressively from phase 1 to 4 (Krippendorff α from 0.53 to 0.81; Cohen κ from 0.35-0.72 to 0.77-0.87). Our experience indicates that the agreement among "expert" nuclear physicians reporting PMBCL, even using standardized criteria, was only moderate when the study began. However, agreement improved using a harmonization process, which included a training exercise with discussion of points leading to disagreement and compiling practical rules to sit alongside commonly adopted interpretation criteria.
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Affiliation(s)
- Luca Ceriani
- Nuclear Medicine and PET-CT Centre, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Sally Barrington
- Division of Imaging, King's College London, PET Center, Guy & St Thomas' Hospital, London, UK
| | - Alberto Biggi
- Nuclear Medicine Unit, Azienda Ospedaliera Santa Croce e Carle, Cuneo, Italy
| | - Bogdan Malkowski
- Department of Nuclear Medicine, Oncology Center, Bydgoszcz, PET and Molecular Imaging Department, Collegium Medicum, Nicolaus Copernicus University, Toruń, Poland
| | - Ur Metser
- Division of Molecular Imaging, Joint Department of Medical Imaging, Princess Margaret Cancer Center, Toronto, Ontario, Canada
| | - Annibale Versari
- Nuclear Medicine Unit, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - Maurizio Martelli
- Department of Cellular Biotechnologies and Haematology, Sapienza University, Rome, Italy
| | - Andrew Davies
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Peter W Johnson
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Emanuele Zucca
- Oncology Department, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Stéphane Chauvie
- Medical Physics Unit, Azienda Ospedaliera Santa Croce e Carle, Cuneo, Italy
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Fledelius J, Khalil A, Hjorthaug K, Frøkiær J. Inter-observer agreement improves with PERCIST 1.0 as opposed to qualitative evaluation in non-small cell lung cancer patients evaluated with F-18-FDG PET/CT early in the course of chemo-radiotherapy. EJNMMI Res 2016; 6:71. [PMID: 27655428 PMCID: PMC5031580 DOI: 10.1186/s13550-016-0223-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Accepted: 08/26/2016] [Indexed: 11/25/2022] Open
Abstract
Background The purpose of this study is to determine whether a qualitative approach or a semi-quantitative approach provides the most robust method for early response evaluation with 2′-deoxy-2′-[18F]fluoro-d-glucose (F-18-FDG) positron emission tomography combined with whole body computed tomography (PET/CT) in non-small cell lung cancer (NSCLC). In this study eight Nuclear Medicine consultants analyzed F-18-FDG PET/CT scans from 35 patients with locally advanced NSCLC. Scans were performed at baseline and after 2 cycles of chemotherapy. Each observer used two different methods for evaluation: (1) PET response criteria in solid tumors (PERCIST) 1.0 and (2) a qualitative approach. Both methods allocate patients into one of four response categories (complete and partial metabolic response (CMR and PMR) and stable and progressive metabolic disease (SMD and PMD)). The inter-observer agreement was evaluated using Fleiss’ kappa for multiple raters, Cohens kappa for comparison of the two methods, and intraclass correlation coefficients (ICC) for comparison of lean body mass corrected standardized uptake value (SUL) peak measurements. Results The agreement between observers when determining the percentage change in SULpeak was “almost perfect”, with ICC = 0.959. There was a strong agreement among observers allocating patients to the different response categories with a Fleiss kappa of 0.76 (0.71–0.81). In 22 of the 35 patients, complete agreement was observed with PERCIST 1.0. The agreement was lower when using the qualitative method, moderate, having a Fleiss kappa of 0.60 (0.55–0.64). Complete agreement was achieved in only 10 of the 35 patients. The difference between the two methods was statistically significant (p < 0.005) (chi-squared). Comparing the two methods for each individual observer showed Cohen’s kappa values ranging from 0.64 to 0.79, translating into a strong agreement between the two methods. Conclusions PERCIST 1.0 provides a higher overall agreement between observers than the qualitative approach in categorizing early treatment response in NSCLC patients. The inter-observer agreement is in fact strong when using PERCIST 1.0 even when the level of instruction is purposely kept to a minimum in order to mimic the everyday situation. The variability is largely owing to the subjective elements of the method. Electronic supplementary material The online version of this article (doi:10.1186/s13550-016-0223-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Joan Fledelius
- Department of Nuclear Medicine, Herning Regional Hospital, 7400, Herning, Denmark.
| | - Azza Khalil
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Karin Hjorthaug
- Department of Nuclear Medicine & PET-Centre, Aarhus University Hospital, Aarhus, Denmark
| | - Jørgen Frøkiær
- Department of Nuclear Medicine & PET-Centre, Aarhus University Hospital, Aarhus, Denmark
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Han EJ, O JH, Yoon H, Jung SE, Park G, Choi BO, Cho SG. FDG PET/CT response in diffuse large B-cell lymphoma: Reader variability and association with clinical outcome. Medicine (Baltimore) 2016; 95:e4983. [PMID: 27684851 PMCID: PMC5265944 DOI: 10.1097/md.0000000000004983] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 08/04/2016] [Accepted: 09/04/2016] [Indexed: 12/30/2022] Open
Abstract
F-18-fluoro-2-deoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) is essential for monitoring response to treatment in patients with diffuse large B-cell lymphoma (DLBCL) and qualitative interpretation is commonly applied in clinical practice. We aimed to evaluate the interobserver agreements of qualitative PET/CT response in patients with DLBCL and the predictive value of PET/CT results for clinical outcome.PET/CT images were obtained for patients with DLBCL 3 times: at baseline, after 3 cycles of first-line chemotherapy (interim), and after completion of chemotherapy. Two nuclear medicine physicians (with 3 and 8 years of experience with PET/CT) retrospectively assessed response to chemotherapy blinded to the clinical outcome using International Harmonization Project (IHP) criteria and Deauville 5-point score. The associations between PET/CT results and progression-free survival (PFS) and overall survival (OS) were assessed using Cox regression analysis.A total of 112 PET/CT images were included from 59 patients with DLBCL (36 male, 23 female; mean age 53 ± 14 years). Using the IHP criteria, interobserver agreement was substantial (Cohen κ = 0.76) with absolute agreement consistency of 89%. Using the Deauville score, interobserver agreement was moderate (Cohen weighted κ = 0.54) and absolute consistency was 62%. The most common cause of disagreements was discordant interpretation of residual tumor uptake. With median follow-up period of 60 months, estimated 5-year PFS and OS were 81% and 92%, respectively. Neither interim nor posttreatment PET/CT results by both readers were significantly associated with PFS. Interim PET/CT result by the more experienced reader using Deauville score was a significant factor for OS (P = 0.019).Moderate-to-substantial interobserver agreement was observed for response assessments according to qualitative PET/CT criteria, and interim PET/CT result could predict OS in patients with DLBCL. Further studies are necessary to further standardize the PET/CT-based response criteria for more consistent interpretation.
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Affiliation(s)
- Eun Ji Han
- Department of Radiology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Daejeon
| | | | | | | | | | | | - Seok-Goo Cho
- Department of Hematology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Albano D, Patti C, La Grutta L, Agnello F, Grassedonio E, Mulè A, Cannizzaro G, Ficola U, Lagalla R, Midiri M, Galia M. Comparison between whole-body MRI with diffusion-weighted imaging and PET/CT in staging newly diagnosed FDG-avid lymphomas. Eur J Radiol 2015; 85:313-8. [PMID: 26781135 DOI: 10.1016/j.ejrad.2015.12.006] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Revised: 10/12/2015] [Accepted: 12/10/2015] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To compare whole body-MRI (WB-MRI) with diffusion-weighted imaging and FDG-PET/CT in staging newly diagnosed FDG-avid lymphomas. METHODS 68 patients (37 males, 31 females; median age 42 years; range 15-86 years) with histologically confirmed lymphoma (37 Classical Hodgkin, 16 Diffuse large B-cell, 10 Follicular, 5 Mantle cell) underwent both MRI and FDG-PET/CT before treatment. Ann Arbor stages obtained with WB-MRI and FDG-PET/CT were compared using Cohen's k statistics. Moreover WB-MRI and FDG-PET/CT stages were compared with the pathological stages obtained after the diagnostic iter using also bone marrow and available biopsies if clinically indicated. RESULTS The agreement between WB-MRI and FDG-PET/CT was excellent. WB-MRI stage was equal to those of FDG-PET/CT in 62/68 patients (91.2%). There was an excellent agreement between WB-MRI stage and pathological stage (63/68 patients; 92.6%), and between FDG-PET/CT and pathological stage (64/68 patients; 94.1%). The differences between the stages were more frequent in the patients with Mantle cell lymphoma. CONCLUSIONS WB-MRI can be considered as a promising technique for FDG-avid lymphoma staging.
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Affiliation(s)
- Domenico Albano
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy.
| | - Caterina Patti
- Department of Hematology I, Azienda Ospedali Riuniti Villa Sofia-Cervello, Viale Strasburgo 233, Palermo 90146, Italy
| | - Ludovico La Grutta
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
| | - Francesco Agnello
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
| | - Emanuele Grassedonio
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
| | - Antonino Mulè
- Department of Hematology I, Azienda Ospedali Riuniti Villa Sofia-Cervello, Viale Strasburgo 233, Palermo 90146, Italy
| | - Giorgio Cannizzaro
- Department of Nuclear Medicine, Azienda Ospedali Riuniti Villa Sofia-Cervello, Viale Strasburgo 233, Palermo 90146, Italy
| | - Umberto Ficola
- Department of Nuclear Medicine, La Maddalena Hospital, Via San Lorenzo Colli 312/d, Palermo 90146, Italy
| | - Roberto Lagalla
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
| | - Massimo Midiri
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
| | - Massimo Galia
- Department of Radiology, University of Palermo, Via del Vespro 127, Palermo 90127, Italy
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Abstract
OBJECTIVE To determine pretreatment computed tomography observer agreement in patients with newly diagnosed lymphoma. METHODS Forty-nine computed tomography scans were reviewed by 3 experienced radiologists, with each scan assessed twice by 1 observer. Predefined nodal and extranodal regions were assessed, and Ann Arbor stages were assigned. K-statistics were defined as poor (κ < 0.2), fair (κ > 0.2 to κ ≤ 0.4), moderate (κ > 0.4 to κ ≤ 0.6), substantial (κ > 0.6 to κ ≤ 0.8), and almost perfect (κ > 0.8 to κ ≤ 1). RESULTS Nodal interobserver agreement varied from 0.09 for infraclavicular involvement to 0.95 for para-iliac involvement; intraobserver agreement was substantial to almost perfect, except for infraclavicular nodes. Extranodal interobserver agreement varied from 0.56 to 0.88; intraobserver agreement was substantial to almost perfect. Ann Arbor stage interobserver agreement varied from 0.57 to 0.69; intraobserver agreement was substantial. CONCLUSION Computed tomography observer agreement in staging malignant lymphoma appears to be suboptimal.
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Bröckelmann PJ, Goergen H, Fuchs M, Kriz J, Semrau R, Baues C, Kobe C, Behringer K, Eichenauer DA, von Tresckow B, Klimm B, Halbsguth T, Wongso D, Plütschow A, Haverkamp H, Dietlein M, Eich HT, Stein H, Diehl V, Borchmann P, Engert A. Impact of centralized diagnostic review on quality of initial staging in Hodgkin lymphoma: experience of the German Hodgkin Study Group. Br J Haematol 2015; 171:547-56. [DOI: 10.1111/bjh.13646] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 07/23/2015] [Indexed: 11/30/2022]
Affiliation(s)
- Paul J. Bröckelmann
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | | | - Michael Fuchs
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Jan Kriz
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Radiation Oncology; University Hospital Münster; Münster Germany
| | - Robert Semrau
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Radiation Oncology; University Hospital of Cologne; Cologne Germany
| | - Christian Baues
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Radiation Oncology; University Hospital of Cologne; Cologne Germany
| | - Carsten Kobe
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Nuclear Medicine; University Hospital of Cologne; Cologne Germany
| | - Karolin Behringer
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Dennis A. Eichenauer
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Bastian von Tresckow
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Beate Klimm
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department III of Internal Medicine; Krankenhaus Düren; Düren Germany
| | - Teresa Halbsguth
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department II of Internal Medicine; University Hospital of Frankfurt; Frankfurt Germany
| | - Diana Wongso
- German Hodgkin Study Group (GHSG); Cologne Germany
| | | | | | - Markus Dietlein
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Nuclear Medicine; University Hospital of Cologne; Cologne Germany
| | - Hans T. Eich
- German Hodgkin Study Group (GHSG); Cologne Germany
- Department of Radiation Oncology; University Hospital Münster; Münster Germany
| | - Harald Stein
- German Hodgkin Study Group (GHSG); Cologne Germany
- Pathodiagnostik Berlin; Berlin Germany
| | - Volker Diehl
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Peter Borchmann
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
| | - Andreas Engert
- Department I of Internal Medicine; University Hospital of Cologne; Cologne Germany
- German Hodgkin Study Group (GHSG); Cologne Germany
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12
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The combined effects of serum lipids, BMI, and fatty liver on 18F-FDG uptake in the liver in a large population from China: an 18F-FDG-PET/CT study. Nucl Med Commun 2015; 36:709-16. [PMID: 25757200 DOI: 10.1097/mnm.0000000000000301] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
OBJECTIVES The aim of the study was to investigate the combined effects of serum lipids, BMI, and fatty liver on the liver uptake of fluorine-18 fluorodeoxyglucose ((18)F-FDG). METHODS A total of 676 individuals were retrospectively studied. The mean standardized uptake value (SUV) was used to quantify liver (18)F-FDG uptake. Univariate analyses and multivariate regression models identified variables that predicted the mean liver SUV before and after dichotomizing participants into low and high BMI groups. RESULTS The mean liver SUV (1.831 ± 0.417) differed significantly among nutritional categories (P = 0.005) and degrees of fatty liver (P < 0.001). An increase in mean liver SUV was noted in individuals with mild and moderate fatty liver compared with normal individuals and in overweight individuals compared with underweight individuals, whereas a downward trend was identified in both individuals with severe fatty liver and those who were obese. BMI had the strongest association with severity of fatty liver (r = 0.443, P < 0.001). Triglyceride, HDL, apolipoprotein-A, age, and BMI were independent variables predicting liver SUV mean in the whole population, whereas fatty liver severity presented as an independent variable only in the low BMI population (P = 0.031). CONCLUSION BMI, age, triglyceride, HDL, and apolipoprotein-A were independent variables predicting liver (18)F-FDG uptake. Mild and moderate degree of fatty liver had a positive effect on liver (18)F-FDG uptake, whereas a severe degree of fatty liver negatively affected (18)F-FDG uptake. Attention should be paid to liver metabolism in patients with fatty liver before using liver as the comparator in determining focal (18)F-FDG uptake elsewhere within the abdomen.
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Boellaard R, Delgado-Bolton R, Oyen WJG, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, Stroobants S, Delbeke D, Donohoe KJ, Holbrook S, Graham MM, Testanera G, Hoekstra OS, Zijlstra J, Visser E, Hoekstra CJ, Pruim J, Willemsen A, Arends B, Kotzerke J, Bockisch A, Beyer T, Chiti A, Krause BJ. FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging 2015; 42:328-54. [PMID: 25452219 PMCID: PMC4315529 DOI: 10.1007/s00259-014-2961-x] [Citation(s) in RCA: 1924] [Impact Index Per Article: 213.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Accepted: 11/12/2014] [Indexed: 12/11/2022]
Abstract
The purpose of these guidelines is to assist physicians in recommending, performing, interpreting and reporting the results of FDG PET/CT for oncological imaging of adult patients. PET is a quantitative imaging technique and therefore requires a common quality control (QC)/quality assurance (QA) procedure to maintain the accuracy and precision of quantitation. Repeatability and reproducibility are two essential requirements for any quantitative measurement and/or imaging biomarker. Repeatability relates to the uncertainty in obtaining the same result in the same patient when he or she is examined more than once on the same system. However, imaging biomarkers should also have adequate reproducibility, i.e. the ability to yield the same result in the same patient when that patient is examined on different systems and at different imaging sites. Adequate repeatability and reproducibility are essential for the clinical management of patients and the use of FDG PET/CT within multicentre trials. A common standardised imaging procedure will help promote the appropriate use of FDG PET/CT imaging and increase the value of publications and, therefore, their contribution to evidence-based medicine. Moreover, consistency in numerical values between platforms and institutes that acquire the data will potentially enhance the role of semiquantitative and quantitative image interpretation. Precision and accuracy are additionally important as FDG PET/CT is used to evaluate tumour response as well as for diagnosis, prognosis and staging. Therefore both the previous and these new guidelines specifically aim to achieve standardised uptake value harmonisation in multicentre settings.
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Affiliation(s)
- Ronald Boellaard
- Department of Radiology & Nuclear Medicine, VU University Medical Centre, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands,
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14
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Dabaja BS, Hess K, Shihadeh F, Podoloff DA, Medeiros LJ, Mawlawi O, Arzu I, Oki Y, Hagemeister FB, Fayad LE, Reed VK, Kedir A, Wogan CF, Rodriguez A. Positron emission tomography/computed tomography findings during therapy predict outcome in patients with diffuse large B-cell lymphoma treated with chemotherapy alone but not in those who receive consolidation radiation. Int J Radiat Oncol Biol Phys 2014; 89:384-91. [PMID: 24721592 DOI: 10.1016/j.ijrobp.2014.02.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Revised: 02/08/2014] [Accepted: 02/11/2014] [Indexed: 02/03/2023]
Abstract
PURPOSE To assess the value of mid-therapy positron emission tomography (PET) findings for predicting survival and disease progression in patients with diffuse large B-cell lymphoma, considering type of therapy (chemotherapy with or without radiation therapy). METHODS AND MATERIALS We retrospectively evaluated 294 patients with histologically confirmed diffuse large B-cell lymphoma with respect to age, sex, disease stage, International Prognostic Index score, mid-therapy PET findings (positive or negative), and disease status after therapy and at last follow-up. Overall survival (OS) and progression-free survival (PFS) were compared according to mid-therapy PET findings. RESULTS Of the 294 patients, 163 (55%) were male, 144 (49%) were age >61 years, 110 (37%) had stage I or II disease, 219 (74%) had International Prognostic Index score ≤2, 216 (73%) received ≥6 cycles of rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone, and 88 (30%) received consolidation radiation therapy. Five-year PFS and OS rates were associated with mid-therapy PET status: PFS was 78% for those with PET-negative (PET-) disease versus 63% for PET-positive (PET+) disease (P=.024), and OS was 82% for PET- versus 62% for PET+ (P<.002). These associations held true for patients who received chemotherapy only (PFS 71% for PET- vs 52% PET+ [P=.012], OS 78% for PET- and 51% for PET+ [P=.0055]) but not for those who received consolidation radiation therapy (PFS 84% PET- vs 81% PET+ [P=.88]; OS 90% PET- vs 81% PET+ [P=.39]). CONCLUSION Mid-therapy PET can predict patient outcome, but the use of consolidation radiation therapy may negate the significance of mid-therapy findings.
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Affiliation(s)
- Bouthaina S Dabaja
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Kenneth Hess
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ferial Shihadeh
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Donald A Podoloff
- Department of Nuclear Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - L Jeffrey Medeiros
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Osama Mawlawi
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Isidora Arzu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yasuhiro Oki
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Fredrick B Hagemeister
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Luis E Fayad
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Valerie K Reed
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Aziza Kedir
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christine F Wogan
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alma Rodriguez
- Office of the Executive Vice President and Physician-in-Chief, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Araf S, Montoto S. The use of interim (18)F-fluorodeoxyglucose PET to guide therapy in lymphoma. Future Oncol 2013; 9:807-15. [PMID: 23718301 DOI: 10.2217/fon.13.55] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Over the past decade (18)F-fluorodeoxyglucose (FDG)-PET combined with computed tomography has gained a central role in the management of patients with lymphoma. The use of FDG-PET for staging and assessing treatment response in Hodgkin's and 'aggressive' non-Hodgkin's lymphoma is now well established, and the prognostic impact of the response to treatment assessed by FDG-PET is being increasingly recognized. Despite the widespread utilization of FDG-PET in clinical practice, key questions remain on its optimal use in certain contexts. One such area that is generating intense interest is the role of interim FDG-PET (typically performed after two to four cycles of chemotherapy) to guide treatment strategies. The author's will review the current available evidence in this area, highlighting questions in need of further study.
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Affiliation(s)
- Shamzah Araf
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK.
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Comparison of PET-CT and magnetic resonance diffusion weighted imaging with body suppression (DWIBS) for initial staging of malignant lymphomas. Eur J Radiol 2013; 82:2011-7. [PMID: 23932096 DOI: 10.1016/j.ejrad.2013.05.042] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 05/03/2013] [Accepted: 05/25/2013] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To evaluate the clinical impact of diffusion-weighted whole-body imaging with background body signal suppression (DWIBS) in staging of malignant lymphoma. METHODS Twenty-three patients with proven malignant lymphomas were prospectively enrolled. DWIBS (b=0, 1000 s/mm(2)) examinations and PET-CT were performed respectively on an Intera 1.5 T unit and a Gyroscan PET-CT scan (Philips Medical system, Best, the Netherland). The criteria for positive node involvement were a size over 10 mm or an apparent diffusion coefficient (ADC) value under 0.7510(-3) mm(2)/s for nodes under 10mm. For extranodal analysis, a high or heterogeneous signal on DWIBS was considered as positive. In cases of discordance, the reference standard for each region or organ was established at 6 months after the diagnosis according to all available clinical, biological information, as well as histological evidence or follow-up to prove or disprove the presence of disease. RESULTS DWIBS and PET-CT results were congruent in 333 node regions on the 345 areas analyzed, with excellent agreement (κ=0.97, P<0.0001). From 433 organs analyzed (one patient had splenectomy) extranodal disease was detected in 22 organs on DWIBS. The two imaging techniques agreed on 430 organs (κ=0.99, P<0.0001). Finally, Ann Arbor stages based on DWIBS and those of PET/CT were in agreement for 23 patients. CONCLUSIONS For malignant lymphoma in a pre-therapeutic context, agreement between diffusion-weighted whole-body imaging and PET/CT is high for Ann Arbor staging.
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Dabaja BS, Phan J, Mawlawi O, Medeiros LJ, Etzel C, Liang FW, Podoloff D, Oki Y, Hagemeister FB, Chuang H, Fayad LE, Westin JR, Shihadeh F, Allen PK, Wogan CF, Rodriguez MA. Clinical implications of positron emission tomography-negative residual computed tomography masses after chemotherapy for diffuse large B-cell lymphoma. Leuk Lymphoma 2013; 54:2631-8. [PMID: 23488661 DOI: 10.3109/10428194.2013.784967] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Response to primary treatment in diffuse large B-cell lymphoma (DLBCL) is highly predictive of long-term outcome. We evaluated the value of computed tomography (CT) findings relative to positron emission tomography (PET) findings, after the completion of chemotherapy. We retrospectively reviewed records from 491 patients with DLBCL at M. D. Anderson in 2001-2007; 22 patients were excluded for uncertain pathology and 169 for having received consolidative radiation, leaving 300 patients for the present analysis (median age, 61 years; 53% men, 47% women; 27% stage I-II, 73% stage III-IV; 73% completed 6-8 cycles of doxorubicin-based therapy). Factors associated with outcome on univariate analysis were response according to PET/CT and CT (p < 0.0001 for overall survival [OS], disease-specific survival [DSS] and progression-free survival [PFS]); number of chemotherapy cycles received (p < 0.0001 OS, p < 0.0001 DSS, p < 0.002 PFS); the combined presence of Ki-67 > 50%, PET SUV ≥ 13 and bulky (> 5 cm) disease (p = 0.005 OS, p = 0.001 DSS, p = 0.001 PFS); and International Prognostic Index (IPI) score (p = 0.004 OS, p = 0.005 DSS, p = 0.004 PFS). On multivariate analysis, PET/CT-negative, CT residual mass (> 2 cm) significantly influenced OS, DSS and PFS (p < 0.0001). The presence of a residual mass >2 cm on CT, coupled with negative findings on PET/CT, has prognostic value in DLBCL.
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18
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Kuruva M, Mittal BR, Abrar ML, Kashyap R, Bhattacharya A. Multivariate analysis of various factors affecting background liver and mediastinal standardized uptake values. Indian J Nucl Med 2013; 27:20-3. [PMID: 23599593 PMCID: PMC3628256 DOI: 10.4103/0972-3919.108835] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Purpose of the Study: Standardized uptake value (SUV) is the most commonly used semi-quantitative PET parameter. Various response assessment criteria grade the tumor uptake relative to liver or mediastinal uptake. However various factors can affect the background SUV values. This prospective study was carried out to assess the variability of liver and mediastinal SUVs normalized to lean body mass (SUL-L, SUL-M), body surface area (SUB-L, SUB-M), and body weight (SUW-L, SUW-M) and their dependence on various factors which can affect SUV values. Materials and Methods: Eighty-eight patients who underwent F-18 FDG PET/CT for various oncological indications were prospectively included in this study. SUVs of liver and mediastinum were calculated by ROIs drawn as suggested by Wahl, et al., in PERCIST 1.0 criteria. Multivariate linear regression analysis was done to assess for the various factors influencing the SUVs of liver and mediastinum. Factors assessed were age, sex, weight, blood glucose level, diabetic status, and uptake period. A P value less than 0.01 was considered significant. Results: SUL-L, SUL-M, SUB-L, SUB-M, SUW-L, SUW-M were not affected significantly by age, sex, blood glucose levels, diabetic status. The uptake period had a statistically significant effect on SUL-L (P = 0.007) and SUW-L (P = 0.008) with a progressive decrease with increasing uptake time. Body weight showed a statistically significant effect on SUW-L (P = 0.001) while SUL-L and SUB-L were not dependent on weight. SUB-L was least dependent on weight (P = 0.851) when compared with SUL-L (P = 0.425). However SUL-L was also not affected statistically significantly by variations in body weight (P = 0.425). Mediastinal SUVs were not significantly affected by any of the factors. Conclusions: As mediastinal SUVs are not affected significantly by any of the factors, it can be considered as background when wide variations occur in uptake times or weight of the patient when comparing two PET/CT studies to evaluate response.
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Affiliation(s)
- Manohar Kuruva
- Department of Nuclear Medicine and PET, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Stevens W, van Krieken J, Mus R, Arens A, Mattijssen V, Oosterveld M, de Kruijf E, de Vries F, Koster A, van der Maazen R, Raemaekers J. Centralised multidisciplinary re-evaluation of diagnostic procedures in patients with newly diagnosed Hodgkin lymphoma. Ann Oncol 2012; 23:2676-2681. [DOI: 10.1093/annonc/mds201] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
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Kostakoglu L, Schöder H, Johnson JL, Hall NC, Schwartz LH, Straus DJ, LaCasce AS, Jung SH, Bartlett NL, Canellos GP, Cheson BD. Interim [(18)F]fluorodeoxyglucose positron emission tomography imaging in stage I-II non-bulky Hodgkin lymphoma: would using combined positron emission tomography and computed tomography criteria better predict response than each test alone? Leuk Lymphoma 2012; 53:2143-50. [PMID: 22421007 DOI: 10.3109/10428194.2012.676173] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Our objective was to validate the International Harmonization Project (IHP) positron emission tomography (PET) response criteria and correlate with the Deauville criteria and diagnostic computed tomography-based (dCT) lesion size changes. All patients were recruited prospectively to the Cancer and Leukemia Group B (CALGB) 50203 trial for the treatment of stage I-II, non-bulky Hodgkin lymphoma (HL). [(18)F]Fluorodeoxyglucose (FDG) PET and dCT were performed at baseline and after two doxorubicin, vinblastine and gemcitabine (AVG) cycles (PET-2, dCT-2) in 88 patients. IHP and Deauville criteria and percent decrease in the sum of the products of the perpendicular diameters (%SPPD) after two cycles were correlated with progression-free survival (PFS). After a median follow-up of 3.3 years, 23.9% of patients relapsed/progressed (3-year PFS 77%). By IHP, the 2-year PFS was 88% and 54% for PET-2 negative and positive groups, respectively (p = 0.0009). Similar results were obtained for Deauville criteria. In a univariate analysis, PET-2 predicted PFS better than %SPPD, and in a combinatorial analysis, in the PET-2 positive group, a negative dCT-2 increased PFS by 27-35%. However, some confidence intervals were large due to small sample sizes. In conclusion, IHP and Deauville criteria-based interpretation of PET-2 was strongly associated with 2-year PFS. The combined analysis of PET-2 with dCT-2 suggested a better predictive value for PFS compared to either test alone. Further studies are under way to confirm these findings.
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Lee Y, Hwang KH, Hong J, Park J, Lee JH, Ahn JY, Kim JH, Lee H, Kim SG, Shin JY. Usefulness of (18)F-FDG PET/CT for the Evaluation of Bone Marrow Involvement in Patients with High-Grade Non-Hodgkin's Lymphoma. Nucl Med Mol Imaging 2012; 46:269-77. [PMID: 24900074 DOI: 10.1007/s13139-012-0153-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2012] [Revised: 06/17/2012] [Accepted: 06/20/2012] [Indexed: 10/28/2022] Open
Abstract
PURPOSE To assess the usefulness of (18)F-fluorodeoxyglucose PET/CT in the detection of bone marrow (BM) involvement of high-grade non-Hodgkin's lymphoma (NHL). METHODS One hundred twenty patients with newly diagnosed diffuse large B-cell lymphoma or peripheral T-cell lymphoma between January 2007 and June 2011, who received BM trephine biopsy and (18)F-FDG PET/CT before chemotherapy, were included in this retrospective study. We reviewed their (18)F-FDG PET/CT images and bone marrow biopsy (BMB) results. After reviewing the images, we reviewed the medical records and radiological findings of interesting patients. RESULTS There were 23 (18)F-FDG PET/CT scans in which the marrow was considered to be abnormal (either positive or equivocal), and 97 (18)F-FDG PET/CT scans were regarded as having negative FDG uptake. Of 120 patients, 100 (83.3 %) had a concordant result of BM interpretation between (18)F-FDG PET/CT and BMB, and the remaining 20 patients had discordant results. Among 23 patients with either positive or equivocal (18)F-FDG PET/CT scans, 1 of 12 patients with 'positive' (18)F-FDG PET/CT had a lymphomatous involvement on BMB. In contrast, 10 of 11 patients with 'equivocal' BM hypermetabolism were reported as having positive involvement by BMB. Patients with abnormal (18)F-FDG PET/CT had significantly higher mSUVhighest than those with normal FDG-PET/CT. CONCLUSIONS (18)F-FDG PET/CT and BMB are complementary techniques in assessing the presence of BM involvement in patients with high-grade NHL. The increasing availability of (18)F-FDG PET/CT will raise the need for additional biopsy for FDG-avid lesions, especially in patients with negative standard BMBs. (18)F-FDG PET/CT can be useful as a decision-making tool for determining whether to perform a standard BMB or targeted biopsy to the FDG-avid lesion as an initial staging procedure. A direct bone biopsy for FDGpositive bone lesions should be included in staging guidelines in future. In (18)F-FDG PET/CT-negative cases, BMB is still a powerful procedure, but BMB alone is insufficient for full evaluation of BM.
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Affiliation(s)
- Yukyung Lee
- Department of Nuclear Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Kyung Hoon Hwang
- Department of Nuclear Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Junshik Hong
- Department of Internal Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Jinny Park
- Department of Internal Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Jae Hoon Lee
- Department of Internal Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Jeong Yeal Ahn
- Department of laboratory Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Ji Hyun Kim
- Department of Nuclear Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Haejun Lee
- Department of Nuclear Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Seog Gyun Kim
- Department of Nuclear Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
| | - Ji Young Shin
- Department of Internal Medicine, Gachon University Gil Hospital, Incheon, Republic of Korea
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Ansell SM, Armitage JO. Positron emission tomographic scans in lymphoma: convention and controversy. Mayo Clin Proc 2012; 87:571-80. [PMID: 22677077 PMCID: PMC3498383 DOI: 10.1016/j.mayocp.2012.03.006] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2012] [Revised: 03/23/2012] [Accepted: 03/28/2012] [Indexed: 11/30/2022]
Abstract
The use of sensitive and specific imaging techniques for accurate initial staging and evaluation of response to therapy in patients with lymphoma is essential for their optimal management. Fluorine 18 fluorodeoxyglucose (FDG) positron emission tomography (PET) integrated with computed tomography (CT) has emerged as a powerful imaging tool and is being routinely used in staging, response evaluation, and posttreatment surveillance in patients with non-Hodgkin lymphoma and Hodgkin lymphoma. PET/CT is currently widely used in clinical practice, but the established clinical benefit is currently restricted to the posttreatment evaluation of Hodgkin lymphoma, diffuse large B-cell lymphoma, and follicular lymphoma. Although used in other histologic subtypes and in other clinical situations including response assessment, its impact on patient outcome remains to be demonstrated. We performed a literature search of PubMed from 1999 to 2011 using the following keywords: PET scan, FDG-PET, PET/CT, lymphoma. This review addresses the challenges and controversies in the use of PET/CT scans in the management of patients with lymphoma.
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Key Words
- abvd, doxorubicin, bleomycin, vinblastine, dacarbazine
- beacopp, bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine, prednisone
- ct, computed tomography
- dlbcl, diffuse large b-cell lymphoma
- fdg, fluorine 18 fluorodeoxyglucose
- flt, fluoro-l-thymidine
- fuo, fever of unknown origin
- ifrt, involved-field radiotherapy
- ihp, international harmonization project
- pet, positron emission tomography
- r-chop, rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone
- rt, radiotherapy
- suv, standardized uptake value
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Affiliation(s)
| | - James O. Armitage
- Department of Internal Medicine, Division of Hematology/Oncology, University of Nebraska Medical Center, Omaha
- Correspondence: Address to James O. Armitage, MD, Department of Internal Medicine, Division of Hematology/Oncology, University of Nebraska Medical Center, 987680 Nebraska Medical Center, Omaha, NE 68198-7680
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Hausmann D, Jochum S, Utikal J, Hoffmann RC, Zechmann C, Neff KW, Goerdt S, Schoenberg SO, Dinter DJ. Comparison of the diagnostic accuracy of whole-body MRI and whole-body CT in stage III/IV malignant melanoma. J Dtsch Dermatol Ges 2011; 9:212-22. [PMID: 21352483 DOI: 10.1111/j.1610-0387.2011.07614.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Malignant melanoma (MM) is dramatically increasing in light-skinned populations worldwide. Staging and regular follow-up examinations are essential. The purpose of this study was to compare the diagnostic accuracy of whole-body MRI with the standard diagnostic algorithm (whole-body CT and brain MRI) in patients with stage III/IV MM. PATIENTS AND METHODS A group of 50 consecutively admitted patients with stage III/IV MM were included in the study. Whole-body CT and brain MRI scans were performed. Additionally, all patients underwent a whole-body MRI (1.5 Tesla Magnetom Avanto, Siemens Healthcare Sector, Erlangen). The findings were compared on a lesion-by-lesion basis as part of clinical routine follow-up. RESULTS 33 patients received a follow-up CT and were evaluated. Overall, 824 lesions were detected. The sensitivity of whole-body MRI was observer-dependent. MRI was slightly less sensitive than CT according to the findings of the two most experienced observers (73.4 % vs. 78.2 %, p = 0.0744). CT was significantly more sensitive in the detection of small (1-5 mm) pulmonary nodules (2.9 % vs. 66.9 %, p < 0.0001). Yet overall, MRI was significantly more specific than CT (83.4 % vs. 50.4 %, p < 0.0001). CONCLUSIONS Whole-body MRI in compliance with standard requirements for the observers (high level of experience) should be considered as an appropriate alternative to CT without ionizing radiation, particularly for young patients with advanced MM.
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Affiliation(s)
- Daniel Hausmann
- Department of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, University of Heidelberg, Germany.
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Interim FDG-PET Scan in Hodgkin's Lymphoma: Hopes and Caveats. Adv Hematol 2010; 2011:430679. [PMID: 21234093 PMCID: PMC3017950 DOI: 10.1155/2011/430679] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2010] [Accepted: 11/01/2010] [Indexed: 12/02/2022] Open
Abstract
FDG-PET has recently emerged as an important tool for the management of Hodgkins lymphoma. Although its use for initial staging and response evaluation at the end of treatment is well established, the place of interim PET for response assessment and subsequent treatment tailoring is still quite controversial. The use of interim PET after a few cycles of chemotherapy may allow treatment reduction for good responders, leading to lesser treatment toxicities as well as early treatment adaptation for bad responders with a potential higher chance for cure. Interpretation of interim PET is a rapidly moving field. Actually, visual interpretation is preferred over quantitative interpretation in this situation. The notion of minimal residual uptake emerged for faint persisting FDG uptake, but has evolved during the recent years. Guidelines using mediastinum and liver as references have been proposed at the expert meeting in Deauville 2009. Actually, several trials are ongoing both for localised and advanced disease to evaluate the FDG-PET potential for early treatment monitoring and tailoring. Until the results of these prospective randomized trials become available, treatment changes according to the interim PET results should remain inappropriate and limited to well-conducted clinical trials.
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Furth C, Amthauer H, Hautzel H, Steffen IG, Ruf J, Schiefer J, Schönberger S, Henze G, Grandt R, Hundsdoerfer P, Dietlein M, Kobe C. Evaluation of interim PET response criteria in paediatric Hodgkin's lymphoma--results for dedicated assessment criteria in a blinded dual-centre read. Ann Oncol 2010; 22:1198-1203. [PMID: 20966182 DOI: 10.1093/annonc/mdq557] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND The aim of this study was to evaluate the use and reliability of the new positron emission tomography (PET)-based response criteria for interim positron emission tomography (iPET) in patients with paediatric Hodgkin's lymphoma (pHL). Particular emphasis was put on interobserver variability and on identification of a visual cut-off defining patients with very low risk for relapse. PATIENTS AND METHODS The iPET scans of 39 pHL patients were evaluated in two independent centres by two PET-experienced specialists in nuclear medicine (blinded read, centre consensus) each. The iPET scans were interpreted using a 5-point scale and were compared with the outcome. Cohen's kappa-test (κ) was used to analyse the interobserver agreement. RESULTS Concordant ratings were assessed in 19 patients with iPET-negative findings, in 11 patients with iPET-positive findings and in 2 patients with inconclusive ratings. A 'substantial agreement' between attended centres was achieved (κ = 0.748). All patients suffering relapse were concordantly identified, taking mediastinal blood pool structures (MBPS) as visual cut-off between PET-positive and PET-negative findings, respectively. All pHL patients with uptake lower than or equal to MBPS remained in complete remission. CONCLUSION(S) The iPET interpretation assured low interobserver variability. High sensitivity for identification of pHL patients suffering relapse is achieved if [18F]-fluorodeoxyglucose uptake above the MBPS value is rated as a PET-positive finding.
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Affiliation(s)
- C Furth
- Department of Radiology and Nuclear Medicine, Medical School, Otto-von-Guericke University, Magdeburg.
| | - H Amthauer
- Department of Radiology and Nuclear Medicine, Medical School, Otto-von-Guericke University, Magdeburg; Department of Radiology and Nuclear Medicine, Charité Campus Virchow, Humboldt-University Berlin, Berlin
| | - H Hautzel
- Department of Nuclear Medicine (KME) at the Research Center Juelich, Heinrich-Heine-University Duesseldorf, Juelich
| | - I G Steffen
- Department of Radiology and Nuclear Medicine, Medical School, Otto-von-Guericke University, Magdeburg; Department of Radiology and Nuclear Medicine, Charité Campus Virchow, Humboldt-University Berlin, Berlin
| | - J Ruf
- Department of Radiology and Nuclear Medicine, Medical School, Otto-von-Guericke University, Magdeburg
| | - J Schiefer
- Department of Radiology and Nuclear Medicine, Medical School, Otto-von-Guericke University, Magdeburg
| | - S Schönberger
- Department of Paediatric Oncology, Haematology and Clinical Immunology, University Children's Hospital, Heinrich-Heine-University, Duesseldorf
| | - G Henze
- Department of Paediatric Oncology/Haematology, Charité Campus Virchow, Humboldt-University Berlin, Berlin
| | - R Grandt
- Department of Nuclear Medicine (KME) at the Research Center Juelich, Heinrich-Heine-University Duesseldorf, Juelich
| | - P Hundsdoerfer
- Department of Paediatric Oncology/Haematology, Charité Campus Virchow, Humboldt-University Berlin, Berlin
| | - M Dietlein
- Department of Nuclear Medicine, University Hospital of Cologne, Cologne, Germany
| | - C Kobe
- Department of Nuclear Medicine, University Hospital of Cologne, Cologne, Germany
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Barrington SF, Qian W, Somer EJ, Franceschetto A, Bagni B, Brun E, Almquist H, Loft A, Højgaard L, Federico M, Gallamini A, Smith P, Johnson P, Radford J, O'Doherty MJ. Concordance between four European centres of PET reporting criteria designed for use in multicentre trials in Hodgkin lymphoma. Eur J Nucl Med Mol Imaging 2010; 37:1824-33. [PMID: 20505930 DOI: 10.1007/s00259-010-1490-5] [Citation(s) in RCA: 239] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2010] [Accepted: 04/27/2010] [Indexed: 11/29/2022]
Abstract
PURPOSE To determine if PET reporting criteria for the Response Adapted Treatment in Hodgkin Lymphoma (RATHL) trial could enable satisfactory agreement to be reached between 'core' laboratories operating in different countries. METHODS Four centres reported scans from 50 patients with stage II-IV HL, acquired before and after two cycles of Adriamycin/bleomycin/vinblastine/dacarbazine. A five-point scale was used to score response scans using 'normal' mediastinum and liver as reference levels. Centres read scans independently of each other. The level of agreement between centres was determined assuming (1) that uptake in sites involved at diagnosis that was higher than liver uptake represented disease (conservative reading), and (2) that uptake in sites involved at diagnosis that was higher than mediastinal uptake represented disease (sensitive reading). RESULTS There was agreement that the response scan was 'positive' or 'negative' for lymphoma in 44 patients with a conservative reading and in 41 patients with a sensitive reading. Kappa was 0.85 (95% CI 0.74-0.96) for conservative reading and 0.79 (95% CI 0.67-0.90) for sensitive reading. Agreement was reached in 46 and 44 patients after discussion for the conservative and sensitive readings, respectively. CONCLUSION The criteria developed for reporting in the RATHL trial are sufficiently robust to be used in a multicentre setting.
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Affiliation(s)
- Sally F Barrington
- PET Imaging Centre at St Thomas', Kings College London Division of Imaging, Lambeth Palace Road, London SE1 7EH, UK.
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FDG PET and PET/CT: EANM procedure guidelines for tumour PET imaging: version 1.0. Eur J Nucl Med Mol Imaging 2010; 37:181-200. [PMID: 19915839 PMCID: PMC2791475 DOI: 10.1007/s00259-009-1297-4] [Citation(s) in RCA: 920] [Impact Index Per Article: 65.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of this guideline is to provide a minimum standard for the acquisition and interpretation of PET and PET/CT scans with [18F]-fluorodeoxyglucose (FDG). This guideline will therefore address general information about [18F]-fluorodeoxyglucose (FDG) positron emission tomography-computed tomography (PET/CT) and is provided to help the physician and physicist to assist to carrying out, interpret, and document quantitative FDG PET/CT examinations, but will concentrate on the optimisation of diagnostic quality and quantitative information.
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Abstract
The aim of this guideline is to provide a minimum standard for the acquisition and interpretation of PET and PET/CT scans with [18F]-fluorodeoxyglucose (FDG). This guideline will therefore address general information about[18F]-fluorodeoxyglucose (FDG) positron emission tomography-computed tomography (PET/CT) and is provided to help the physician and physicist to assist to carrying out,interpret, and document quantitative FDG PET/CT examinations,but will concentrate on the optimisation of diagnostic quality and quantitative information.
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Delbeke D, Stroobants S, de Kerviler E, Gisselbrecht C, Meignan M, Conti PS. Expert Opinions on Positron Emission Tomography and Computed Tomography Imaging in Lymphoma. Oncologist 2009; 14 Suppl 2:30-40. [PMID: 19819922 DOI: 10.1634/theoncologist.2009-s2-30] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
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Hofman MS, Smeeton NC, Rankin SC, Nunan T, O'Doherty MJ. Observer Variation in Interpreting 18F-FDG PET/CT Findings for Lymphoma Staging. J Nucl Med 2009; 50:1594-7. [DOI: 10.2967/jnumed.109.064121] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: Evolving Considerations for PET response criteria in solid tumors. J Nucl Med 2009; 50 Suppl 1:122S-50S. [PMID: 19403881 DOI: 10.2967/jnumed.108.057307] [Citation(s) in RCA: 2618] [Impact Index Per Article: 174.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
UNLABELLED The purpose of this article is to review the status and limitations of anatomic tumor response metrics including the World Health Organization (WHO) criteria, the Response Evaluation Criteria in Solid Tumors (RECIST), and RECIST 1.1. This article also reviews qualitative and quantitative approaches to metabolic tumor response assessment with (18)F-FDG PET and proposes a draft framework for PET Response Criteria in Solid Tumors (PERCIST), version 1.0. METHODS PubMed searches, including searches for the terms RECIST, positron, WHO, FDG, cancer (including specific types), treatment response, region of interest, and derivative references, were performed. Abstracts and articles judged most relevant to the goals of this report were reviewed with emphasis on limitations and strengths of the anatomic and PET approaches to treatment response assessment. On the basis of these data and the authors' experience, draft criteria were formulated for PET tumor response to treatment. RESULTS Approximately 3,000 potentially relevant references were screened. Anatomic imaging alone using standard WHO, RECIST, and RECIST 1.1 criteria is widely applied but still has limitations in response assessments. For example, despite effective treatment, changes in tumor size can be minimal in tumors such as lymphomas, sarcoma, hepatomas, mesothelioma, and gastrointestinal stromal tumor. CT tumor density, contrast enhancement, or MRI characteristics appear more informative than size but are not yet routinely applied. RECIST criteria may show progression of tumor more slowly than WHO criteria. RECIST 1.1 criteria (assessing a maximum of 5 tumor foci, vs. 10 in RECIST) result in a higher complete response rate than the original RECIST criteria, at least in lymph nodes. Variability appears greater in assessing progression than in assessing response. Qualitative and quantitative approaches to (18)F-FDG PET response assessment have been applied and require a consistent PET methodology to allow quantitative assessments. Statistically significant changes in tumor standardized uptake value (SUV) occur in careful test-retest studies of high-SUV tumors, with a change of 20% in SUV of a region 1 cm or larger in diameter; however, medically relevant beneficial changes are often associated with a 30% or greater decline. The more extensive the therapy, the greater the decline in SUV with most effective treatments. Important components of the proposed PERCIST criteria include assessing normal reference tissue values in a 3-cm-diameter region of interest in the liver, using a consistent PET protocol, using a fixed small region of interest about 1 cm(3) in volume (1.2-cm diameter) in the most active region of metabolically active tumors to minimize statistical variability, assessing tumor size, treating SUV lean measurements in the 1 (up to 5 optional) most metabolically active tumor focus as a continuous variable, requiring a 30% decline in SUV for "response," and deferring to RECIST 1.1 in cases that do not have (18)F-FDG avidity or are technically unsuitable. Criteria to define progression of tumor-absent new lesions are uncertain but are proposed. CONCLUSION Anatomic imaging alone using standard WHO, RECIST, and RECIST 1.1 criteria have limitations, particularly in assessing the activity of newer cancer therapies that stabilize disease, whereas (18)F-FDG PET appears particularly valuable in such cases. The proposed PERCIST 1.0 criteria should serve as a starting point for use in clinical trials and in structured quantitative clinical reporting. Undoubtedly, subsequent revisions and enhancements will be required as validation studies are undertaken in varying diseases and treatments.
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Affiliation(s)
- Richard L Wahl
- Division of Nuclear Medicine, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287-0817, USA.
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Kasamon YL, Wahl RL, Ziessman HA, Blackford AL, Goodman SN, Fidyk CA, Rogers KM, Bolaños-Meade J, Borowitz MJ, Ambinder RF, Jones RJ, Swinnen LJ. Phase II study of risk-adapted therapy of newly diagnosed, aggressive non-Hodgkin lymphoma based on midtreatment FDG-PET scanning. Biol Blood Marrow Transplant 2009; 15:242-8. [PMID: 19167684 DOI: 10.1016/j.bbmt.2008.11.026] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2008] [Accepted: 11/14/2008] [Indexed: 11/20/2022]
Abstract
In newly diagnosed aggressive non-Hodgkin lymphoma (NHL), a positive midtreatment fluorine-18 fluorodeoxyglucose positron emission tomography (PET) scan often carries a poor prognosis, with reported 2-year event-free survival (EFS) rates of 0% to 30% after standard therapy. To determine the outcome of early treatment intensification for midtreatment PET-positive disease, a phase II trial of risk-adapted therapy was conducted. Fifty-nine newly diagnosed patients, 98% with B cell lymphoma, had PET/CT performed after 2 or 3 cycles of first-line chemotherapy. Those with negative PET on semiquantitative visual interpretation completed standard therapy. Those with positive PET received platinum-based salvage chemotherapy, high-dose therapy, and autologous stem cell transplantation (ASCT). Midtreatment PET was positive in 33 (56%); 28 received ASCT with an actuarial 2-year EFS of 75% (95% confidence interval, 60%-93%). On intention-to-treat analysis, 2-year EFS was 67% (53%-86%) in all PET-positive patients and 89% (77%-100%) in PET-negative patients. No association was found between the International Prognostic Index category and the midtreatment PET result. The favorable outcome achieved here in historically poor-risk patients warrants further, more definitive investigation of treatment modification based on early PET scanning.
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The Netherlands protocol for standardisation and quantification of FDG whole body PET studies in multi-centre trials. Eur J Nucl Med Mol Imaging 2008; 35:2320-33. [PMID: 18704407 DOI: 10.1007/s00259-008-0874-2] [Citation(s) in RCA: 265] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2008] [Accepted: 06/11/2008] [Indexed: 01/17/2023]
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Clinical significance of axillary findings in patients with lymphoma during follow-up with 18F-fluorodeoxyglucose-PET. Nucl Med Commun 2008; 29:705-10. [DOI: 10.1097/mnm.0b013e328301836d] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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2-Deoxy-2[F-18]FDG-PET for detection of recurrent laryngeal carcinoma after radiotherapy: interobserver variability in reporting. Mol Imaging Biol 2008; 10:294-303. [PMID: 18622649 PMCID: PMC2516189 DOI: 10.1007/s11307-008-0154-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2007] [Revised: 03/22/2008] [Accepted: 03/26/2008] [Indexed: 10/29/2022]
Abstract
PURPOSE To evaluate accuracy and interobserver variability in the assessment of 2-deoxy-2[F-18]fluoro-D-glucose-positron emission tomography (FDG-PET) for detection of recurrent laryngeal carcinoma after radiotherapy. PROCEDURES Eleven experienced nuclear physicians from eight centres assessed 30 FDG-PET scans on the appearance of local recurrence (negative/equivocal/positive). Conservative (equivocal analysed as negative) and sensitive (equivocal analysed as positive) assessment strategies were compared to the reference standard (recurrence within 6months after PET). RESULTS Seven patients had proven recurrences. For the conservative and sensitive strategy, the mean sensitivity was 87% and 97%, specificity 81% and 63%, positive predictive values 61% and 46% and negative predictive values 96% and 99%, respectively. Interobserver variability showed a reasonable relation in comparison to the reference standard (kappa = 0.55). CONCLUSIONS FDG-PET has acceptable interobserver agreement and yields good negative predictive value for detection of recurrent laryngeal carcinoma. It could therefore be used as first diagnostic step and may reduce futile invasive diagnostics.
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Abstract
PURPOSE OF REVIEW The prognostic utility of midtreatment fluorine-18 fluorodeoxyglucose positron emission tomography (F-FDG PET) has become widely appreciated in aggressive B-cell non-Hodgkin's lymphoma and, more recently, in Hodgkin's lymphoma. Outcomes based on midtreatment FDG PET performed during primary and salvage therapy are reviewed and management strategies considered, with a focus on treatment intensification for poor-risk disease as identified by metabolic imaging. RECENT FINDINGS PET, when performed after as few as two cycles of primary chemotherapy, is strongly prognostic in certain aggressive lymphomas and provides information independently from validated prognostic indices. What constitutes a positive or negative scan is not always clear, particularly if there is minimal tracer uptake, and the causes of false positive and false negative scans must be considered. How to tailor therapy based on the midtreatment PET result is the focus of current trials and is presently being defined for both Hodgkin's and non-Hodgkin's lymphoma. SUMMARY Early PET has the strong potential to improve clinical outcomes by sparing good-risk patients from overly aggressive treatments, and by more accurately identifying poor-risk patients so as to guide changes in management. Treatment modifications on the basis of midtreatment PET are presently best made in clinical trial settings.
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