51
|
Senjo H, Kanaya M, Izumiyama K, Minauchi K, Hirata K, Mori A, Saito M, Tanaka M, Iijima H, Tsukamoto E, Itoh K, Ota S, Morioka M, Hashimoto D, Teshima T. Serum level of soluble interleukin-2 receptor is positively correlated with metabolic tumor volume on 18 F-FDG PET/CT in newly diagnosed patients with diffuse large B-cell lymphoma. Cancer Med 2019; 8:953-962. [PMID: 30790452 PMCID: PMC6434200 DOI: 10.1002/cam4.1973] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 11/27/2018] [Accepted: 12/21/2018] [Indexed: 01/19/2023] Open
Abstract
Diffuse large B‐cell lymphoma (DLBCL) is the most frequent subtype of non‐Hodgkin lymphoma. High total metabolic tumor volume (TMTV) calculated using 18F‐FDG PET/CT images at diagnosis predicts poor prognosis of patients with DLBCL. However, high cost and poor access to the imaging facilities hamper wider use of 18F‐FDG PET/CT. In order to explore a surrogate marker for TMTV, we evaluated the correlation between the serum levels of soluble interleukin‐2 receptor (sIL‐2R) and TMTV in 64 patients with DLBCL, and the results were verified in an independent validation cohort of 86 patients. Serum levels of sIL‐2R were significantly correlated with TMTV. ROC analysis revealed that the cutoff value of TMTV ≥150 cm3 or sIL‐2R ≥ 1300 U/mL could predict failure to achieve EFS24 with areas under the curve (AUC) 0.706 and 0.758, respectively. Each of TMTV ≥150 cm3 and sIL‐2R ≥1300 U/mL was significantly associated with worse 5‐year overall survival and event‐free survival. Importantly, each of sIL‐2R <1300 U/mL or TMTV <150 cm3 identified patients with favorable prognosis among NCCN‐IPI high‐intermediate and high‐risk group. Serum level of sIL‐2R represents a convenient surrogate marker to estimate metabolic tumor burden measured by 18F‐FDG PET/CT that can predict treatment outcomes of patients with DLBCL.
Collapse
Affiliation(s)
- Hajime Senjo
- Department of Hematology, Aiiku Hospital, Sapporo, Japan.,Department of Hematology, Sapporo Hokuyu Hospital, Sapporo, Japan
| | - Minoru Kanaya
- Department of Hematology, Aiiku Hospital, Sapporo, Japan
| | - Koh Izumiyama
- Department of Hematology, Aiiku Hospital, Sapporo, Japan
| | | | - Kenji Hirata
- Department of Nuclear Medicine, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Akio Mori
- Department of Hematology, Aiiku Hospital, Sapporo, Japan
| | - Makoto Saito
- Department of Hematology, Aiiku Hospital, Sapporo, Japan
| | | | - Hiroaki Iijima
- Clinical Research and Medical Innovation Center, Hokkaido University Hospital, Sapporo, Japan
| | | | - Kazuo Itoh
- Department of Radiology, Keiyukai Sapporo Hospital, Sapporo, Japan
| | - Shuichi Ota
- Department of Hematology, Sapporo Hokuyu Hospital, Sapporo, Japan
| | | | - Daigo Hashimoto
- Department of Hematology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
| | - Takanori Teshima
- Department of Hematology, Faculty of Medicine, Hokkaido University, Sapporo, Japan
| | | |
Collapse
|
52
|
Toledano MN, Vera P, Tilly H, Jardin F, Becker S. Comparison of therapeutic evaluation criteria in FDG-PET/CT in patients with diffuse large-cell B-cell lymphoma: Prognostic impact of tumor/liver ratio. PLoS One 2019; 14:e0211649. [PMID: 30730936 PMCID: PMC6366736 DOI: 10.1371/journal.pone.0211649] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 01/17/2019] [Indexed: 12/13/2022] Open
Abstract
PURPOSE The study objective was to compare the prognostic value of interim and end-of-treatment FDG PET/CT using five therapeutic evaluation criteria in patients with diffuse large B cell lymphoma (DLBCL). METHODS 181 patients were retrospectively analysed. All patients underwent FDG-PET at baseline and after four cycles (iPET4) of first-line chemotherapy and 165 at the end-of-treatment (PET-eot). Ratio Deauville score (rDS) (SUVmax-target residual lesion/SUVmax-liver) was measured in iPET4 and PET-eot, and its optimal threshold was determined using receiver operating characteristic (ROC) curve analysis. Deauville score (DS) (iPET4 and PET-eot), ΔSUVmax, ΔSUVmax determined according to Menton 2011 criteria (ΔSUVmax+DS) and ΔSUVmax+rDS were also evaluated (iPET4 only). Median follow-up was 44 months. RESULTS ROC analysis revealed the optimal cut-off value was 1.4-fold of SUVmax-liver on iPET4 and PET-eot. On iPET4, positive predictive value (PPV) of rDS was significantly better than DS: 81.58% vs. 67.79%. In univariate analysis, the five interpretation methods were statistically significant (p<0.0001 for progression-free survival [PFS] and overall survival [OS]). In multivariate analysis, only rDS was an independent prognostic factor (p = 0.0002 and p<0.0001 for PFS and OS, respectively). On PET-eot, similarly, the two therapeutic evaluation criteria analysed (rDS and DS) were statistically significant at the univariate level (p<0.0001). rDS was the only significant prognostic factor in multivariate analysis (p<0.0001). PPV and accuracy of rDS were also better than DS. CONCLUSIONS rDS with a tumor/liver ratio of 1.4 is a robust prognostic factor in patients with DLBCL on iPET4 and PET-eot.
Collapse
Affiliation(s)
- Mathieu N. Toledano
- Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France
- QuantIF–LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - Pierre Vera
- Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France
- QuantIF–LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - Hervé Tilly
- INSERM U1245, Centre Henri Becquerel, Rouen, France
- Hematology department, Centre Henri Becquerel, Rouen, France
| | - Fabrice Jardin
- INSERM U1245, Centre Henri Becquerel, Rouen, France
- Hematology department, Centre Henri Becquerel, Rouen, France
| | - Stéphanie Becker
- Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France
- QuantIF–LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
- * E-mail:
| |
Collapse
|
53
|
Yang W, Jiang S, Lin J, Li Y. CT findings predict survival of patients with peripheral T cell lymphoma: a preliminary study. Radiol Oncol 2019; 53:31-38. [PMID: 30681975 PMCID: PMC6411030 DOI: 10.2478/raon-2019-0005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Accepted: 12/19/2018] [Indexed: 02/05/2023] Open
Abstract
Background Peripheral T-cell lymphoma (PTCL) is an uncommon disease with poor clinical outcomes. Radiological reports on the survival of patients with PTCL are scarce. The purpose of this study is to investigate the prognostic value of CT findings to predict clinical outcomes in fifty-one patients with histologically proven PTCL. Patients and methods The clinical data and CT images of all patients were retrospectively reviewed. CT features including number of involvement sites, lesion size, shape, margin, density, peritumoral invasion, intratumoral necrosis, lymph node involvement, and degree of contrast enhancement were evaluated. Univariate and multiple logistic regression analysis were used to determine the association between the clinical outcome and radiologic factors. Results Multiple site involvement, an ill-defined margin with peritumoral invasion, inhomogeneous density, and intratumoral necrosis were found to be associated with poor outcomes in univariate analysis (P < 0.05). An ill-defined margin with peritumoral invasion, was identified as an independent risk sign by further multivariate logistic regression analysis (P < 0.05). The area under the ROC curve of this CT feature was 0.745 (P < 0.05). Conclusions An ill-defined margin with peritumoral invasion was a valuable prognostic factor to predict the worse clinical outcomes in patients with PTCL.
Collapse
MESH Headings
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Anaplastic Lymphoma Kinase/analysis
- Antineoplastic Combined Chemotherapy Protocols/administration & dosage
- Area Under Curve
- Child
- Cyclophosphamide/administration & dosage
- Doxorubicin/administration & dosage
- Duodenal Neoplasms/diagnostic imaging
- Female
- Humans
- Logistic Models
- Lymphoma, T-Cell, Peripheral/diagnostic imaging
- Lymphoma, T-Cell, Peripheral/mortality
- Lymphoma, T-Cell, Peripheral/pathology
- Lymphoma, T-Cell, Peripheral/therapy
- Male
- Mediastinal Neoplasms/diagnostic imaging
- Middle Aged
- Multidetector Computed Tomography
- Necrosis
- Neoplasm Invasiveness
- Paranasal Sinus Neoplasms/diagnostic imaging
- Prednisone/administration & dosage
- Prognosis
- ROC Curve
- Retrospective Studies
- Tomography, Spiral Computed
- Treatment Outcome
- Vincristine/administration & dosage
- Young Adult
Collapse
Affiliation(s)
- Wenbin Yang
- Department of Radiology, Cancer Hospital, Shantou University Medical College, Guangdong, China
| | - Sen Jiang
- Department of Radiology, Cancer Hospital, Shantou University Medical College, Guangdong, China
| | - Jianbang Lin
- Department of Radiology, Cancer Hospital, Shantou University Medical College, Guangdong, China
| | - Yangkang Li
- Department of Radiology, Cancer Hospital, Shantou University Medical College, Guangdong, China
- Yangkang Li, Department of Radiology, Cancer Hospital, Shantou University Medical College, No7, Raoping Rd, Shantou, Guangdong Province 515041, P. R. China. Phone: +86 0754 8855 5844; Fax: +86 0754 8856 0352
| |
Collapse
|
54
|
Guo B, Tan X, Ke Q, Cen H. Prognostic value of baseline metabolic tumor volume and total lesion glycolysis in patients with lymphoma: A meta-analysis. PLoS One 2019; 14:e0210224. [PMID: 30625203 PMCID: PMC6326501 DOI: 10.1371/journal.pone.0210224] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 12/17/2018] [Indexed: 01/11/2023] Open
Abstract
Whether baseline metabolic tumor volume (TMTV) and total lesion glycolysis (TLG) measured by FDG-PET/CT affected prognosis of patients with lymphoma was controversial. We searched PubMed, EMBASE and Cochrane to identify studies assessing the effect of baseline TMTV and TLG on the survival of lymphoma patients. Pooled hazard ratios (HR) for overall survival (OS) and progression-free survival (PFS) were calculated, along with 95% confidence intervals (CI). Twenty-seven eligible studies including 2,729 patients were analysed. Patients with high baseline TMTV showed a worse prognosis with an HR of 3.05 (95% CI 2.55–3.64, p<0.00001) for PFS and an HR of 3.07 (95% CI 2.47–3.82, p<0.00001) for OS. Patients with high baseline TLG also showed a worse prognosis with an HR of 3.44 (95% CI 2.37–5.01, p<0.00001) for PFS and an HR of 3.08 (95% CI 1.84–5.16, p<0.00001) for OS. A high baseline TMTV was significantly associated with worse survival in DLBCL patients treated with R-CHOP (OS, pooled HR = 3.52; PFS, pooled HR = 2.93). A high baseline TLG was significantly associated with worse survival in DLBCL patients treated with R-CHOP (OS, pooled HR = 3.06; PFS, pooled HR = 2.93). The negative effect of high baseline TMTV on PFS was demonstrated in HL (pooled HR = 3.89). A high baseline TMTV was significantly associated with worse survival in ENKL patients (OS, pooled HR = 2.24; PFS, pooled HR = 3.25). A high baseline TLG was significantly associated with worse survival in ENKL patients (OS, pooled HR = 2.58; PFS, pooled HR = 2.99). High baseline TMTV or TLG predict significantly worse PFS and OS in patients with lymphoma. Future studies are warranted to explore whether TMTV or TLG could be integrated into various prognostic models for clinical decision making.
Collapse
Affiliation(s)
- Baoping Guo
- Department of Chemotherapy, Guangxi Cancer Hospital and of Guangxi Medical University Affiliated Cancer Hospital, Nanning, Guangxi, People’s Republic of China
| | - Xiaohong Tan
- Department of Chemotherapy, Guangxi Cancer Hospital and of Guangxi Medical University Affiliated Cancer Hospital, Nanning, Guangxi, People’s Republic of China
| | - Qing Ke
- Department of Chemotherapy, Guangxi Cancer Hospital and of Guangxi Medical University Affiliated Cancer Hospital, Nanning, Guangxi, People’s Republic of China
| | - Hong Cen
- Department of Chemotherapy, Guangxi Cancer Hospital and of Guangxi Medical University Affiliated Cancer Hospital, Nanning, Guangxi, People’s Republic of China
- * E-mail:
| |
Collapse
|
55
|
|
56
|
Risk factors and timing of autologous stem cell transplantation for patients with peripheral T-cell lymphoma. Int J Hematol 2018; 109:175-186. [PMID: 30430419 DOI: 10.1007/s12185-018-2560-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 11/11/2018] [Accepted: 11/12/2018] [Indexed: 01/22/2023]
Abstract
High-dose chemotherapy with autologous stem cell transplantation (HDC-ASCT) is an option for patients with peripheral T-cell lymphoma (PTCL); however, neither prospective nor retrospective studies support proceeding with ASCT upfront, and the timing of HDC-ASCT remains controversial. We retrospectively analyzed the risk factors for outcomes of 570 patients with PTCL, including PTCL not otherwise specified (PTCL-NOS) and angioimmunoblastic T-cell lymphoma (AITL), who received ASCT for frontline consolidation (n = 98 and 75, respectively) or alternative therapies after either relapse (n = 112 and 75) or primary induction failure (PIF; n = 127 and 83) between 2000 and 2015. Significant risk factors for overall survival (OS) after upfront ASCT were a ≥ 2 prognostic index for T-cell lymphoma (P < 0.001) and partial response (PR) at ASCT (P = 0.041) in PTCL-NOS patients, and > 60 years of age (P = 0.0028) and PR at ASCT (P = 0.0013) in AITL patients. Performance status of ≥ 2 at ASCT (P < 0.001), receiving ≥ 3 regimens before ASCT (P = 0.018), and PR at ASCT (P = 0.018) in PTCL-NOS patients and > 60 years of age at ASCT (P = 0.0077) in AITL patients were risk factors for OS after ASCT with a chemosensitive PIF status. Strategies that carefully select PTCL patients may allow identification of individuals suitable for ASCT.
Collapse
|
57
|
Albano D, Bosio G, Pagani C, Re A, Tucci A, Giubbini R, Bertagna F. Prognostic role of baseline 18F-FDG PET/CT metabolic parameters in Burkitt lymphoma. Eur J Nucl Med Mol Imaging 2018; 46:87-96. [PMID: 30276438 DOI: 10.1007/s00259-018-4173-2] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 09/17/2018] [Indexed: 12/12/2022]
Abstract
PURPOSE Burkitt's lymphoma (BL) is an aggressive lymphoma subtype with high 18F-FDG avidity at 18F-FDG-PET/CT, but no validated criteria for PET/CT in treatment evaluation or prediction of outcome in BL are available. The aim of our study was to investigate whether the metabolic baseline PET/CT parameters can predict treatment response and prognosis in BL. MATERIALS AND METHODS We retrospectively enrolled 65 patients who underwent baseline 18F-FDG-PET/CT, interim and end of treatment PET/CT. The PET images were analyzed visually and semi-quantitatively by measuring the maximum standardized uptake value body weight (SUVbw), the maximum standardized uptake value lean body mass (SUVlbm), the maximum standardized uptake value body surface area (SUVbsa), lesion to liver SUVmax ratio (L-L SUV R), lesion to blood-pool SUVmax ratio (L-BP SUV R), total metabolic tumor volume (tMTV) and total lesion glycolysis (TLG). Survival curves were plotted according to the Kaplan-Meier method. RESULTS At a median follow-up of 40 months, the median PFS and OS were 34 and 39 months. MTV and TLG were significantly higher in patients with partial response compared to complete response group at end of treatment, while no significant differences were found at interim. Other metabolic PET/CT parameters were not related to treatment response. MTV and TLG were demonstrated to be independent prognostic factors for both PFS and OS; instead SUVbw, SUVlbm, SUVbsa, L-L SUV R and L-BP SUV R were not related to outcome survival. CONCLUSIONS Metabolic tumour features (MTV and TLG) were significantly correlated with response to treatment and long-term outcome.
Collapse
Affiliation(s)
- Domenico Albano
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, P.le Spedali Civili 1, 25123, Brescia, Italy.
| | - Giovanni Bosio
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, P.le Spedali Civili 1, 25123, Brescia, Italy
| | - Chiara Pagani
- Division of Hematology, Spedali Civili, Brescia, Italy
| | - Alessandro Re
- Division of Hematology, Spedali Civili, Brescia, Italy
| | | | - Raffaele Giubbini
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, P.le Spedali Civili 1, 25123, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, P.le Spedali Civili 1, 25123, Brescia, Italy
| |
Collapse
|
58
|
El-Galaly TC, Villa D, Gormsen LC, Baech J, Lo A, Cheah CY. FDG-PET/CT in the management of lymphomas: current status and future directions. J Intern Med 2018; 284:358-376. [PMID: 29989234 DOI: 10.1111/joim.12813] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
FDG-PET/CT is the current state-of-the-art imaging in lymphoma and plays a central role in treatment decisions. At diagnosis, accurate staging is crucial for appropriate therapy selection: FDG-PET/CT can identify areas of lymphoma missed by CT alone and avoid under-treatment of patients with advanced disease stage who would have been misclassified as having limited stage disease by CT. Particularly in Hodgkin lymphoma, positive interim FDG-PET/CT scans are adversely prognostic for clinical outcomes and can inform PET-adapted treatment strategies, but such data are less consistent in diffuse large B-cell lymphoma. The use of quantitative FDG-PET/CT metrics using metabolic tumour volume, possibly in combination with other biomarkers, may better define prognostic subgroups and thus facilitate better treatment selection. After chemotherapy, FDG-PET/CT response is predictive of outcome and may identify a subgroup who benefit from consolidative radiotherapy. Novel therapies, in particular immunotherapies, exhibit different response patterns than conventional chemotherapy, which has led to modified response criteria that take into account the risk of transient pseudo-progression. In relapsed lymphoma, FDG-PET/CT after second-line therapy and prior to high-dose therapy is also strongly associated with outcome and may be used to guide intensity of salvage therapy in relapsed Hodgkin lymphoma. Currently, FDG-PET/CT has no role in the routine follow-up after complete metabolic response to therapy, but it remains a powerful tool for excluding relapse if patients develop clinical features suggestive of disease relapse. In conclusion, FDG-PET/CT plays major roles in the various phases of management of lymphoma and constitutes a step towards the pursuit of personalized treatment.
Collapse
Affiliation(s)
- T C El-Galaly
- Department of Hematology, Aalborg University Hospital, Aalborg, Denmark.,Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - D Villa
- Division of Medical Oncology and Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - L C Gormsen
- Department of Nuclear Medicine and PET Centre, Aarhus University Hospital, Aarhus, Denmark
| | - J Baech
- Department of Hematology, Aalborg University Hospital, Aalborg, Denmark.,Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - A Lo
- Division of Radiation Oncology, BC Cancer, Vancouver, BC, Canada
| | - C Y Cheah
- Department of Haematology, Sir Charles Gairdner Hospital and Pathwest Laboratory Medicine, Nedlands, WA, Australia
| |
Collapse
|
59
|
Woff E, Hendlisz A, Ameye L, Garcia C, Kamoun T, Guiot T, Paesmans M, Flamen P. Validation of Metabolically Active Tumor Volume and Total Lesion Glycolysis as 18F-FDG PET/CT–derived Prognostic Biomarkers in Chemorefractory Metastatic Colorectal Cancer. J Nucl Med 2018; 60:178-184. [DOI: 10.2967/jnumed.118.210161] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 06/11/2018] [Indexed: 12/15/2022] Open
|
60
|
Prognostic value of baseline metabolic tumor volume in early-stage Hodgkin lymphoma in the standard arm of the H10 trial. Blood 2018; 131:1456-1463. [PMID: 29437590 DOI: 10.1182/blood-2017-07-795476] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Accepted: 01/23/2018] [Indexed: 12/19/2022] Open
Abstract
We tested baseline positron emission tomography (PET)/computed tomography (CT) as a measure of total tumor burden to better identify high-risk patients with early-stage Hodgkin lymphoma (HL). Patients with stage I-II HL enrolled in the standard arm (combined modality treatment) of the H10 trial (NCT00433433) with available baseline PET and interim PET (iPET2) after 2 cycles of doxorubicin, bleomycin, vinblastine, and dacarbazine were included. Total metabolic tumor volume (TMTV) was measured on baseline PET. iPET2 findings were reported negative (DS1-3) or positive (DS4-5) with the Deauville scale (DS). The prognostic value of TMTV was evaluated and compared with baseline characteristics, staging classifications, and iPET2. A total of 258 patients were eligible: 101 favorable and 157 unfavorable. The median follow-up was 55 months, with 27 progression-free survival (PFS) and 12 overall survival (OS) events. TMTV was a prognosticator of PFS (P < .0001) and OS (P = .0001), with 86% and 84% specificity, respectively. Five-year PFS and OS were 71% and 83% in the high-TMTV (>147 cm3) group (n = 46), respectively, vs 92% and 98% in the low-TMTV group (≤147 cm3). In multivariable analysis including iPET2, TMTV was the only baseline prognosticator compared with the current staging systems proposed by the European Organization for Research and Treatment of Cancer/Groupe d'Etude des Lymphomes de l'Adulte, German Hodgkin Study Group, or National Comprehensive Cancer Network. TMTV and iPET2 were independently prognostic and, combined, identified 4 risk groups: low (TMTV≤147+DS1-3; 5-year PFS, 95%), low-intermediate (TMTV>147+DS1-3; 5-year PFS, 81.6%), high-intermediate (TMTV≤147+DS4-5; 5-year PFS, 50%), and high (TMTV>147+DS4-5; 5-year PFS, 25%). TMTV improves baseline risk stratification of patients with early-stage HL compared with current staging systems and the predictive value of early PET response as well.
Collapse
|
61
|
Toledano MN, Desbordes P, Banjar A, Gardin I, Vera P, Ruminy P, Jardin F, Tilly H, Becker S. Combination of baseline FDG PET/CT total metabolic tumour volume and gene expression profile have a robust predictive value in patients with diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging 2018; 45:680-688. [PMID: 29344718 DOI: 10.1007/s00259-017-3907-x] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Accepted: 12/03/2017] [Indexed: 01/12/2023]
Abstract
PURPOSE This study evaluated the predictive significance of total metabolic tumour volume (TMTV) measured on baseline FDG PET/CT and its value in addition to gene expression profiling using a new method of gene analysis (rapid reverse transcriptase multiplex ligation-dependent probe amplification assay, RT-MLPA) in patients with diffuse large B-cell lymphoma treated with R-CHOP or R-CHOP-like chemotherapies. METHODS The analysis included 114 patients. TMTV was measured using a 41% SUVmax threshold and tumours were classified into GCB or ABC subtypes according to the RT-MLPA assay. RESULTS The median follow-up was 40 months. the 5-year progression-free survival (PFS) was 54% and the 5-year overall survival (OS) was 62%. The optimal TMTV cut-off value was 261 cm3. In 59 patients with a high TMTV the 5-year PFS and OS were 37% and 39%, respectively, in comparison with 72% and 83%, respectively, in 55 patients with a low TMTV (p = 0.0002 for PFS, p < 0.0001 for OS). ABC status was significantly associated with a worse prognosis. TMTV combined with molecular data identified three groups with very different outcomes: (1) patients with a low TMTV whatever their phenotype (n = 55), (2) patients with a high TMTV and GCB phenotype (n = 33), and (3) patients with a high TMTV and ABC phenotype (n = 26). In the three groups, 5-year PFS rates were 72%, 51% and 17% (p < 0.0001), and 5-year OS rates were 83%, 55% and 17% (p < 0.0001), respectively. In multivariate analysis, TMTV, ABC/GCB phenotype and International Prognostic Index were independent predictive factors for both PFS and OS (p < 0.05 for both). CONCLUSIONS This integrated risk model could lead to more accurate selection of patients that would allow better individualization of therapy.
Collapse
Affiliation(s)
- Mathieu Nessim Toledano
- Nuclear Medicine Department, Henri Becquerel Cancer Centre and Rouen University Hospital, Rouen, France. .,QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France.
| | - P Desbordes
- QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - A Banjar
- Nuclear Medicine Department, Henri Becquerel Cancer Centre and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - I Gardin
- Nuclear Medicine Department, Henri Becquerel Cancer Centre and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - P Vera
- Nuclear Medicine Department, Henri Becquerel Cancer Centre and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - P Ruminy
- INSERM U918, Centre Henri Becquerel, Rouen, France
| | - F Jardin
- INSERM U918, Centre Henri Becquerel, Rouen, France.,Hematology Department, Centre Henri Becquerel, Rouen, France
| | - H Tilly
- INSERM U918, Centre Henri Becquerel, Rouen, France.,Hematology Department, Centre Henri Becquerel, Rouen, France
| | - S Becker
- Nuclear Medicine Department, Henri Becquerel Cancer Centre and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| |
Collapse
|
62
|
Tamayo P, Martín A, Díaz L, Cabrero M, García R, García-Talavera P, Caballero D. 18 F-FDG PET/CT in the clinical management of patients with lymphoma. Rev Esp Med Nucl Imagen Mol 2017. [DOI: 10.1016/j.remnie.2017.06.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
63
|
Cottereau AS, El-Galaly TC, Becker S, Broussais F, Petersen LJ, Bonnet C, Prior JO, Tilly H, Hutchings M, Casasnovas O, Meignan M. Predictive Value of PET Response Combined with Baseline Metabolic Tumor Volume in Peripheral T-Cell Lymphoma Patients. J Nucl Med 2017; 59:589-595. [PMID: 28864629 DOI: 10.2967/jnumed.117.193946] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 07/18/2017] [Indexed: 01/22/2023] Open
Abstract
Peripheral T-cell lymphoma (PTCL) is a heterogeneous group of aggressive non-Hodgkin lymphomas with poor outcomes on current therapy. We investigated whether response assessed with PET/CT combined with baseline total metabolic tumor volume (TMTV) could detect early relapse or refractory disease. Methods: From 7 European centers, 140 patients with nodal PTCL who underwent baseline PET/CT were selected. Forty-three had interim PET (iPET) performed after 2 cycles (iPET2), 95 had iPET performed after 3 or 4 cycles (iPET3/4), and 96 had end-of-treatment PET (eotPET). Baseline TMTV was computed with a 41% SUVmax threshold, and PET response was reported using the Deauville 5-point scale. Results: With a median of 43 mo of follow-up, the 2-y progression-free survival (PFS) and overall survival (OS) were 51% and 67%, respectively. iPET2-positive patients (Deauville score ≥ 4) had a significantly worse outcome than iPET2-negative patients (P < 0.0001, hazard ratio of 6.8 for PFS; P < 0.0001, hazard ratio of 6.6 for OS). The value of iPET3/4 was also confirmed for PFS (P < 0.0001) and OS (P < 0.0001). The 2-y PFS and OS for iPET3/4-positive (n = 28) and iPET3/4-negative (n = 67) patients were 16% and 32% versus 75% and 85%, respectively. The eotPET results also reflected patient outcome. A model combining TMTV and iPET3/4 stratified the population into distinct risk groups (TMTV ≤ 230 cm3 and iPET3/4-negative [2-y PFS/OS, 79%/85%]; TMTV > 230 cm3 and iPET3/4-negative [59%/84%]; TMTV ≤ 230 cm3 and iPET3/4-positive [42%/50%]; TMTV > 230 cm3 and iPET3/4-positive [0%/18%]). Conclusion: iPET response is predictive of outcome and allows early detection of high-risk PTCL patients. Combining iPET with TMTV improves risk stratification in individual patients.
Collapse
Affiliation(s)
- Anne-Ségolène Cottereau
- Nuclear Medicine Department, Tenon Hospital AP-HP, University Pierre and Marie Curie, Paris, France
| | | | - Stéphanie Becker
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| | | | | | | | - John O Prior
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Hervé Tilly
- Hematology Department, Centre H. Becquerel, Rouen, France
| | - Martin Hutchings
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Olivier Casasnovas
- Hematology Department, Hopital Le Bocage, C.H.U. Dijon, Dijon, France; and
| | - Michel Meignan
- LYSA Imaging, Hôpitaux Universitaires Henri Mondor, Creteil, France
| |
Collapse
|
64
|
Meignan M, Cottereau AS. Interim PET in lymphoma: from Deauville to Peking criteria. On the road, again…. Leuk Lymphoma 2017; 59:523-525. [DOI: 10.1080/10428194.2017.1368078] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Michel Meignan
- LYSA Imaging, Hôpitaux Universitaires Henri Mondor, Créteil, France
| | | |
Collapse
|
65
|
Prognostic significance of total metabolic tumor volume on 18F-fluorodeoxyglucose positron emission tomography/ computed tomography in patients with diffuse large B-cell lymphoma receiving rituximab-containing chemotherapy. Oncotarget 2017; 8:99587-99600. [PMID: 29245926 PMCID: PMC5725117 DOI: 10.18632/oncotarget.20447] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 07/25/2017] [Indexed: 01/16/2023] Open
Abstract
Purpose The purpose of this study was to determine the prognostic significance of metabolic parameters on pre-treatment 18F-fluorodeoxyglucose positron emission tomography/ computed tomography (FDG PET/CT), in patients with diffuse large B-cell lymphoma (DLBCL) receiving rituximab-containing therapy. Materials and Methods From September 2009 to December 2014, DLBCL patients who had received FDG PET/CT scans for staging were enrolled. The maximal standardized uptake value of tumor (SUVt) was recorded. The metabolic tumor volume (MTV) was the volume of lesion with an elevated SUV greater than 2.5. The total lesion glycolysis (TLG) was the sum of the products of MTV and mean SUV in all measured lesions. Univariate and multivariate analyses were used to assess the prognostic significance of maximal SUVt, total MTV, TLG and other clinical parameters. Results There were 118 patients enrolled in this study. The median follow-up time was 28.7 months. The 5-year progression-free survival (PFS) for patients with higher and lower total MTV was 32.3% and 66.0% respectively (p = 0.0001). The 5-year overall survival (OS) for patients with higher and lower total MTV was 34.3% and 69.9% respectively (p < 0.0001). Multivariate analysis revealed, besides IPI, that total MTV was independently predictive for PFS (HR: 2.31, 95% CI: 1.16 - 4.60, p = 0.0180) and OS (HR: 2.38, 95% CI: 1.12 - 5.04, p = 0.024). TLG and maximal SUV of tumor were not independent prognostic factors. Conclusions An elevated total MTV was a predictor for shorter PFS and OS in patients with DLBCL receiving rituximab-containing therapy, independent of IPI.
Collapse
|
66
|
Becker S, Vermeulin T, Cottereau AS, Boissel N, Vera P, Lepretre S. Predictive value of 18F-FDG PET/CT in adults with T-cell lymphoblastic lymphoma: post hoc analysis of results from the GRAALL-LYSA LLO3 trial. Eur J Nucl Med Mol Imaging 2017; 44:2034-2041. [PMID: 28733763 DOI: 10.1007/s00259-017-3776-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 07/06/2017] [Indexed: 12/16/2022]
Abstract
PURPOSE We examined whether FDG PET can be used to predict outcome in patients with lymphoblastic lymphoma (LL). METHODS This was a retrospective post hoc analysis of data from the GRAAL-LYSA LL03 trial, in which the treatment of LL using an adapted paediatric-like acute lymphoblastic leukaemia protocol was evaluated. PET data acquired at baseline and after induction were analysed. Maximum standardized uptake values (SUVmax), total metabolic tumour volume and total lesion glycolysis were measured at baseline. The relative changes in SUVmax from baseline (ΔSUVmax) and the Deauville score were determined after induction. RESULTS The population analysed comprised 36 patients with T-type LL. SUVmax using a cut-off value of ≤8.76 vs. >8.76 was predictive of 3-year event-free survival (31.6% vs. 80.4%; p = 0.013) and overall survival (35.0% vs. 83.7%; p = 0.028). ΔSUVmax using a cut-off value of ≤80% vs. >80% tended also to be predictive of 3-year event-free survival (40.0% vs. 76.0%; p = 0.054) and overall survival (49.2% vs. 85.6%; p = 0.085). Total metabolic tumour volume, baseline total lesion glycolysis and response according to the Deauville score were not predictive of outcome. CONCLUSIONS A low initial SUVmax was predictive of worse outcomes in our series of patients with T-type LL. Although relatively few patients were included, the study also suggested that ΔSUVmax may be useful for predicting therapeutic efficacy.
Collapse
Affiliation(s)
- Stéphanie Becker
- Department of Nuclear Medicine, Centre Henri-Becquerel, Rue d'Amiens, 76038, Rouen Cedex, France.
- QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France.
| | - Thomas Vermeulin
- Department of Biostatistics, Rouen University Hospital, Rouen, France
| | | | - Nicolas Boissel
- Department of Hematology, Hôpital Saint-Louis, AP-HP, Université Paris Diderot, EA3518, Paris, France
| | - Pierre Vera
- Department of Nuclear Medicine, Centre Henri-Becquerel, Rue d'Amiens, 76038, Rouen Cedex, France
- QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| | - Stéphane Lepretre
- Inserm U1245 and Department of Hematology, Centre Henri Becquerel and Normandie Univ UNIROUEN, Rouen, France
| |
Collapse
|
67
|
Metabolic volume performs better than SUVmax in the detection of left ventricular assist device driveline infection. Eur J Nucl Med Mol Imaging 2017; 44:1870-1877. [DOI: 10.1007/s00259-017-3732-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 05/12/2017] [Indexed: 11/25/2022]
|
68
|
Tamayo P, Martín A, Díaz L, Cabrero M, García R, García-Talavera P, Caballero D. 18F-FDG PET/CT in the clinical management of patients with lymphoma. Rev Esp Med Nucl Imagen Mol 2017; 36:312-321. [PMID: 28483374 DOI: 10.1016/j.remn.2017.03.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 03/07/2017] [Accepted: 03/13/2017] [Indexed: 01/01/2023]
Abstract
The aim of this work was to review the current recommendations for staging and response assessment of patients with Hodgkin lymphoma (HL) and non-Hodgkin lymphoma (NHL) in routine clinical practice after chemotherapy and/or stem cell transplantation. A five-point scale (5-PS) from the First International Workshop on PET in Lymphoma in Deauville, France, in 2009, was recommended as the standard tool to score imaging to assess treatment response in patients with lymphoma using 18F-Fluorodeoxyglucose (FDG) PET/CT. Following the recommendations of the 11th and 12th International Conferences on Malignant Lymphoma held in Lugano (Switzerland), in 2011 and 2013, respectively, a consensus (the so-called Lugano Classification) was reached regarding the use of PET/CT for staging and response assessment in FDG-avid lymphomas. As a result, 18F-FDG PET/CT was formally incorporated into standard staging for FDG-avid lymphomas. A bone marrow biopsy is no longer indicated for the routine staging of HL and most diffuse large B-cell lymphomas. PET/CT will be used to assess response in FDG-avid histologies using the 5-point scale. The recent introduction of biological agents with immune mechanisms requires flexibility in interpretations of the Lugano criteria due to tumour flare or a pseudo-progression effect produced by these agents. Provisional criteria have been proposed (Lymphoma Response to Immunomodulatory Therapy Criteria) with the introduction of the term 'Indeterminate Response' in order to identify this phenomenon until confirmed as flare/pseudoprogression or true progression. All these recommendations will improve evaluations of patients with lymphoma, and allow comparison of results from clinical practice and trials.
Collapse
Affiliation(s)
- P Tamayo
- Servicio de Medicina Nuclear, Hospital Universitario de Salamanca, Salamanca, España; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, España.
| | - A Martín
- Servicio de Hematología, Hospital Universitario de Salamanca, Salamanca, España; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, España
| | - L Díaz
- Servicio de Medicina Nuclear, Hospital Universitario de Salamanca, Salamanca, España
| | - M Cabrero
- Servicio de Hematología, Hospital Universitario de Salamanca, Salamanca, España; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, España
| | - R García
- Servicio de Hematología, Hospital Universitario de Salamanca, Salamanca, España; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, España
| | - P García-Talavera
- Servicio de Medicina Nuclear, Hospital Universitario de Salamanca, Salamanca, España
| | - D Caballero
- Servicio de Hematología, Hospital Universitario de Salamanca, Salamanca, España; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, España
| |
Collapse
|
69
|
FDG-PET Scan: a new Paradigm for Follicular Lymphoma Management. Mediterr J Hematol Infect Dis 2017; 9:e2017029. [PMID: 28512558 PMCID: PMC5419199 DOI: 10.4084/mjhid.2017.029] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2016] [Accepted: 03/03/2017] [Indexed: 01/16/2023] Open
Abstract
In the present review, the reader will be led to the most relevant observations that prompted oncologists and haematologist to consider FDG-PET/CT as a new paradigm for FL management in clinical practice. The role of functional imaging in lymphoma staging, restaging, prognostication, and metabolic tumour volume computing will be reviewed in detail. Moreover, a special focus will be addressed to technical and practical aspects of PET scan reporting, which have been set during the last decade to ensure the reproducibility of the therapeutic results. Finally, the predictive role of PET/CT on long-term treatment outcome will be compared with another well-known prognosticator as minimal residual disease (MRD) detection by Immunoglobulin gene rearrangement assessment.
Collapse
|
70
|
Schmitz N, de Leval L. How I manage peripheral T-cell lymphoma, not otherwise specified and angioimmunoblastic T-cell lymphoma: current practice and a glimpse into the future. Br J Haematol 2016; 176:851-866. [PMID: 27982416 DOI: 10.1111/bjh.14473] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Peripheral T-cell lymphoma (PTCL), not otherwise specified (NOS) and angioimmunoblastic T-cell lymphoma (AITL) are the most frequent of more than 20 mature PTCL entities featuring a broad spectrum of morphological, immunophenotypic, molecular and clinical characteristics. Unfortunately, recent progress in understanding the (epi)genetic background of PTCL has not been met with similar advances in treatment. Thus, CHO(E)P [cyclophosphamide, doxorubicin, vincristine, and prednisone (plus etoposide)] remains standard first-line therapy. Patients without comorbidities achieving complete or partial remission proceed to autologous stem cell transplantation. With this approach about 50% of patients survive long-term. Patients relapsing after or progressing during first-line therapy have a dismal prognosis. They receive salvage gemcitabine-therapy followed by allogeneic transplantation whenever possible. After allografting, approximately half of the patients survive long-term; any other treatment is palliative. New drugs investigated in phase II studies achieved response rates between 10% and 30%; long-term remissions are the exception to the rule. While most new drugs are not licensed and not readily available, a plethora of other innovative drugs targeting (epi-)genetic abnormalities are in early development. These, together with combinations of new and old drugs, will hopefully increase response to first-line therapy, bridge more patients to transplantation, and finally improve prognosis for all patients with PTCL.
Collapse
Affiliation(s)
- Norbert Schmitz
- Department of Haematology, Oncology and Stem Cell Transplantation, Asklepios Hospital St. Georg, Hamburg, Germany
| | - Laurence de Leval
- Institute of Pathology, University Hospital Lausanne and University of Lausanne, Switzerland
| |
Collapse
|
71
|
Affiliation(s)
- Heiko Schöder
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | |
Collapse
|
72
|
Cottereau AS, Hapdey S, Chartier L, Modzelewski R, Casasnovas O, Itti E, Tilly H, Vera P, Meignan MA, Becker S. Baseline Total Metabolic Tumor Volume Measured with Fixed or Different Adaptive Thresholding Methods Equally Predicts Outcome in Peripheral T Cell Lymphoma. J Nucl Med 2016; 58:276-281. [PMID: 27754905 DOI: 10.2967/jnumed.116.180406] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 09/08/2016] [Indexed: 01/14/2023] Open
Abstract
The purpose of this study was to compare in a large series of peripheral T cell lymphoma, as a model of diffuse disease, the prognostic value of baseline total metabolic tumor volume (TMTV) measured on 18F-FDG PET/CT with adaptive thresholding methods with TMTV measured with a fixed 41% SUVmax threshold method. METHODS One hundred six patients with peripheral T cell lymphoma, staged with PET/CT, were enrolled from 5 Lymphoma Study Association centers. In this series, TMTV computed with the 41% SUVmax threshold is a strong predictor of outcome. On a dedicated workstation, we measured the TMTV with 4 adaptive thresholding methods based on characteristic image parameters: Daisne (Da) modified, based on signal-to-background ratio; Nestle (Ns), based on tumor and background intensities; Fit, including a 3-dimensional geometric model based on spatial resolution (Fit); and Black (Bl), based on mean SUVmax The TMTV values obtained with each adaptive method were compared with those obtained with the 41% SUVmax method. Their respective prognostic impacts on outcome prediction were compared using receiver-operating-characteristic (ROC) curve analysis and Kaplan-Meier survival curves. RESULTS The median value of TMTV41%, TMTVDa, TMTVNs, TMTVFit, and TMTVBl were, respectively, 231 cm3 (range, 5-3,824), 175 cm3 (range, 8-3,510), 198 cm3 (range, 3-3,934), 175 cm3 (range, 8-3,512), and 333 cm3 (range, 3-5,113). The intraclass correlation coefficients were excellent, from 0.972 to 0.988, for TMTVDa, TMTVFit, and TMTVNs, and less good for TMTVBl (0.856). The mean differences obtained from the Bland-Altman plots were 48.5, 47.2, 19.5, and -253.3 cm3, respectively. Except for Black, there was no significant difference within the methods between the ROC curves (P > 0.4) for progression-free survival and overall survival. Survival curves with the ROC optimal cutoff for each method separated the same groups of low-risk (volume ≤ cutoff) from high-risk patients (volume > cutoff), with similar 2-y progression-free survival (range, 66%-72% vs. 26%-29%; hazard ratio, 3.7-4.1) and 2-y overall survival (79%-83% vs. 50%-53%; hazard ratio, 3.0-3.5). CONCLUSION The prognostic value of TMTV remained quite similar whatever the methods, adaptive or 41% SUVmax, supporting its use as a strong prognosticator in lymphoma. However, for implementation of TMTV in clinical trials 1 single method easily applicable in a multicentric PET review must be selected and kept all along the trial.
Collapse
Affiliation(s)
- Anne-Ségolène Cottereau
- Nuclear Medicine Department, Hôpital Henri Mondor, University Paris-Est Créteil, Créteil, France
| | - Sebastien Hapdey
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| | - Loic Chartier
- Department of Biostatistics (LYSARC), Centre Hospitalier Lyon Sud, Pierre Bénite, France
| | - Romain Modzelewski
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| | | | - Emmanuel Itti
- Nuclear Medicine Department, Hôpital Henri Mondor, University Paris-Est Créteil, Créteil, France
| | - Herve Tilly
- Hematology Department, UMR918, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France
| | - Pierre Vera
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| | - Michel A Meignan
- Nuclear Medicine Department, Hôpital Henri Mondor, University Paris-Est Créteil, Créteil, France
| | - Stéphanie Becker
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France.,QuantIF-LITIS (EA [Equipe d'Accueil] 4108), Faculty of Medicine, University of Rouen, Rouen, France
| |
Collapse
|
73
|
Meignan M, Cottereau AS, Versari A, Chartier L, Dupuis J, Boussetta S, Grassi I, Casasnovas RO, Haioun C, Tilly H, Tarantino V, Dubreuil J, Federico M, Salles G, Luminari S, Trotman J. Baseline Metabolic Tumor Volume Predicts Outcome in High-Tumor-Burden Follicular Lymphoma: A Pooled Analysis of Three Multicenter Studies. J Clin Oncol 2016; 34:3618-3626. [PMID: 27551111 DOI: 10.1200/jco.2016.66.9440] [Citation(s) in RCA: 208] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Identifying patients at high risk of progression and early death among those with high-tumor-burden follicular lymphoma (FL) is unsatisfactory with current prognostic models. This study aimed to determine the prognostic impact of the total metabolic tumor volume (TMTV) measured at baseline with [18F]fluorodeoxyglucose/positron emission tomography-computed tomography ([18F]FDG/PET-CT) scans and its added value to these models. PATIENTS AND METHODS A pooled analysis was performed by using patient data and centrally reviewed baseline PET-CT scans for 185 patients with FL who were receiving immunochemotherapy within three prospective trials. TMTV was computed by using the 41% maximum standardized uptake value thresholding method, and the optimal cutoff for survival prediction was determined. RESULTS Median age was 55 years, 92% of patients had stage III to IV disease, 37% had a Follicular Lymphoma International Prognostic Index (FLIPI) score of 3 to 5, and 31% had a FLIPI2 score of 3 to 5. With a median follow-up of 64 months, overall 5-year progression-free survival (PFS) was 55% and overall survival (OS) was 92%. Median TMTV was 297 cm3 (quartile 1 through quartile 3, 135 to 567 cm3). The optimal cutoff identified was 510 cm3, with a markedly inferior survival in the 29% of patients with TMTV > 510 cm3. Five-year PFS was 33% versus 65% (hazard ratio [HR], 2.90; P < .001), and 5-year OS was 85% versus 95% (HR, 3.45; P = .010). On multivariable analysis, TMTV (HR, 2.3; P = .002) and FLIPI2 score (HR, 2.2; P = .002) were independent predictors of PFS. In combination, they identify three risk groups: high TMTV and intermediate-to-high FLIPI2 score with 5-year PFS of 20% (HR, 5.0; P < .001), high TMTV or intermediate-to-high FLIPI2 score with 5-year PFS of 46% (HR, 2.1; P = .007), and low TMTV and low FLIP2 with 5-year PFS of 69%. CONCLUSION Baseline TMTV is a strong independent predictor of outcome in FL. In combination with FLIPI2 score, it identifies patients at high risk of early progression. It warrants further validation as a biomarker for development of first-line PET-adapted approaches in FL.
Collapse
Affiliation(s)
- Michel Meignan
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Anne Ségolène Cottereau
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Annibale Versari
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Loïc Chartier
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Jehan Dupuis
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Sami Boussetta
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Ilaria Grassi
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - René-Olivier Casasnovas
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Corinne Haioun
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Hervé Tilly
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Vittoria Tarantino
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Julien Dubreuil
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Massimo Federico
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Gilles Salles
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Stefano Luminari
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| | - Judith Trotman
- Michel Meignan, Anne Ségolène Cottereau, Jehan Dupuis, and Corinne Haioun, Université Paris-Est Créteil, Créteil; Loïc Chartier, Sami Boussetta, and Julien Dubreuil, Centre Hospitalier Lyon Sud; Gilles Salles, Université Claude Bernard Lyon 1, Pierre Bénite; René-Olivier Casasnovas, Centre Hospitalier Universitaire-Dijon, Dijon; Hervé Tilly, Université de Rouen, Rouen, France; Annibale Versari and Ilaria Grassi, Santa Maria Nuova Hospital, Istituto Di Ricovero e Cura a Carattere Scientifico; Stefano Luminari, Arcispedale S. Maria Nuova IRCCS, University of Modena and Reggio Emilia, Reggio Emilia; Vittoria Tarantino and Massimo Federico, University of Modena and Reggio Emilia, Modena, Italy; and Judith Trotman, University of Sydney, Concord, New South Wales, Australia
| |
Collapse
|
74
|
Cottereau AS, Lanic H, Mareschal S, Meignan M, Vera P, Tilly H, Jardin F, Becker S. Molecular Profile and FDG-PET/CT Total Metabolic Tumor Volume Improve Risk Classification at Diagnosis for Patients with Diffuse Large B-Cell Lymphoma. Clin Cancer Res 2016; 22:3801-9. [PMID: 26936916 DOI: 10.1158/1078-0432.ccr-15-2825] [Citation(s) in RCA: 136] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 02/21/2016] [Indexed: 11/16/2022]
Abstract
PURPOSE The prognostic impact of total metabolic tumor volume (TMTV) measured on pretreatment (18)F-FDG PET/CT and its added value to molecular characteristics was investigated in patients with diffuse large B-cell lymphoma (DLBCL). EXPERIMENTAL DESIGN For 81 newly diagnosed patients with DLBCL treated with rituximab and CHOP/CHOP-like regimen, TMTV was computed using the 41% SUVmax thresholding method. According to the gene expression profile, determined using DASL (cDNA-mediated Annealing, Selection, Ligation and extension) technology, a subset of 57 patients was classified in germinal center B (GCB) or activated B-cell (ABC) subtypes and MYC or BCL2 overexpressed. RESULTS Median follow-up was 64 months. Five-year progression-free survival (PFS) and overall survival (OS) were 60% and 63% in the whole population. Median pretherapy TMTV was 320 cm(3) (25th-75th percentiles 106-668 cm(3)). With a 300 cm(3) cutoff, patients with high TMTV (n = 43) had a 5-year PFS and OS of 43% and 46% compared with 76% and 78% for patients with a low TMTV (P = 0.0023, P = 0.0047). ABC status, MYC, or BCL2 overexpression and both overexpression ("dual expressor," DE) were significantly associated with a worse PFS and OS. TMTV combined with molecular data allowed a significant better risk substratification of ABC/GCB patients, on PFS and OS. High TMTV individualized in molecular-low-risk patients a group with a poor outcome (MYC, PFS=51%, OS=55% BCL2, PFS=49%, OS=49% or DE PFS=50%, OS=50%) and a group with a good outcome (MYC, PFS=93%, OS=93% BCL2, PFS=86%, OS=86%, or DE PFS=81%, OS=81%). CONCLUSIONS The combination of molecular and imaging characteristics at diagnosis could lead to a more accurate selection of patients, to increase tailor therapy. Clin Cancer Res; 22(15); 3801-9. ©2016 AACR.
Collapse
Affiliation(s)
- Anne-Ségolène Cottereau
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France. QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France.
| | - Hélène Lanic
- Hematology Department, Centre Henri Becquerel, Rouen, France. UMR INSERM U918, Centre Henri Becquerel, Rouen, France
| | - Sylvain Mareschal
- UMR INSERM U918, Centre Henri Becquerel, Rouen, France. Bioinformatics, University of Rouen, Mont Saint-Aignan, France
| | - Michel Meignan
- Nuclear Medicine Department, Hôpital Henri Mondor, Créteil, France
| | - Pierre Vera
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France. QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| | - Hervé Tilly
- Hematology Department, Centre Henri Becquerel, Rouen, France. UMR INSERM U918, Centre Henri Becquerel, Rouen, France
| | - Fabrice Jardin
- Hematology Department, Centre Henri Becquerel, Rouen, France. UMR INSERM U918, Centre Henri Becquerel, Rouen, France
| | - Stéphanie Becker
- Nuclear Medicine Department, Henri Becquerel Cancer Center and Rouen University Hospital, Rouen, France. QuantIF-LITIS (EA 4108-FR CNRS 3638), Faculty of Medicine, University of Rouen, Rouen, France
| |
Collapse
|