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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.
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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
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Balagué O, Campo E. Refining the prognostic impact of the cell of origin in diffuse large B-cell lymphoma. Ann Oncol 2017; 28:918-920. [DOI: 10.1093/annonc/mdx133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
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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.
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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
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Staton AD, Koff JL, Chen Q, Ayer T, Flowers CR. Next-generation prognostic assessment for diffuse large B-cell lymphoma. Future Oncol 2015; 11:2443-57. [PMID: 26289217 DOI: 10.2217/fon.15.144] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Current standard of care therapy for diffuse large B-cell lymphoma (DLBCL) cures a majority of patients with additional benefit in salvage therapy and autologous stem cell transplant for patients who relapse. The next generation of prognostic models for DLBCL aims to more accurately stratify patients for novel therapies and risk-adapted treatment strategies. This review discusses the significance of host genetic and tumor genomic alterations seen in DLBCL, clinical and epidemiologic factors, and how each can be integrated into risk stratification algorithms. In the future, treatment prediction and prognostic model development and subsequent validation will require data from a large number of DLBCL patients to establish sufficient statistical power to correctly predict outcome. Novel modeling approaches can augment these efforts.
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Affiliation(s)
- Ashley D Staton
- Department of Hematology & Medical Oncology, Emory University, Atlanta, GA 30322, USA
| | - Jean L Koff
- Department of Hematology & Medical Oncology, Emory University, Atlanta, GA 30322, USA
| | - Qiushi Chen
- H Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30318, USA
| | - Turgay Ayer
- H Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30318, USA
| | - Christopher R Flowers
- Department of Hematology & Medical Oncology, Emory University, Atlanta, GA 30322, USA
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Hall JS, Usher S, Byers RJ, Higgins RC, Memon D, Radford JA, Linton KM. QuantiGene Plex Represents a Promising Diagnostic Tool for Cell-of-Origin Subtyping of Diffuse Large B-Cell Lymphoma. J Mol Diagn 2015; 17:402-11. [DOI: 10.1016/j.jmoldx.2015.03.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 03/03/2015] [Accepted: 03/11/2015] [Indexed: 01/01/2023] Open
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Hwang HS, Yoon DH, Suh C, Park CS, Huh J. Prognostic value of immunohistochemical algorithms in gastrointestinal diffuse large B-cell lymphoma. Blood Res 2013; 48:266-73. [PMID: 24466551 PMCID: PMC3894385 DOI: 10.5045/br.2013.48.4.266] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 11/14/2013] [Indexed: 11/17/2022] Open
Abstract
Background Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous clinicopathological entity, and its molecular classification into germinal center B cell-like (GCB) and activated B cell-like (ABC) subtypes using gene expression profile analysis has been shown to have prognostic significance. Recent attempts have been made to find an association between immunohistochemical findings and molecular subgroup, although the clinical utility of immunohistochemical classification remains uncertain. Methods The clinicopathological features and follow-up data of 68 cases of surgically resected gastrointestinal DLBCL were analyzed. Using the immunohistochemical findings on tissue microarray, the cases were categorized into GCB and non-GCB subtypes according to the algorithms proposed by Hans, Muris, Choi, and Tally. Results The median patient age was 56 years (range, 26-77 years). Of the 68 cases included, 39.7% (27/68) involved the stomach, and 60.3% (41/68) involved the intestines. The GCB and non-GCB groups sorted according to Hans, Choi, and Tally algorithms, but not the Muris algorithm, were closely concordant (Hans vs. Choi, κ=0.775, P<0.001; Hans vs. Tally, κ=0.724, P<0.001; Choi vs. Tally, κ=0.528, P<0.001). However, there was no prognostic difference between the GCB and non-GCB subtypes, regardless of the algorithm used. On univariate survival analyses, international prognostic index risk group and depth of tumor invasion both had prognostic significance. Conclusion The Hans, Choi, and Tally algorithms might represent identical DLBCL subgroups, but this grouping did not correlate with prognosis. Further studies may delineate the association between immunohistochemical subgroups and prognosis.
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Affiliation(s)
- Hee Sang Hwang
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Dok Hyun Yoon
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Cheolwon Suh
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Chan-Sik Park
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jooryung Huh
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Detailed analysis of diffuse large B cell lymphoma patients: a single-center, retrospective study. ISRN HEMATOLOGY 2013; 2013:908191. [PMID: 23984080 PMCID: PMC3747433 DOI: 10.1155/2013/908191] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 07/09/2013] [Indexed: 11/23/2022]
Abstract
The aim of this single-center, retrospective study was to investigate the impact of rituximab, reconsider the validity of International Prognostic Index (IPI), and evaluate the prognostic role of the cell of origin (CoO) in a relatively young cohort. Three hundred twelve diffuse large B cell lymphoma patients (median age: 52) were included. Rituximab significantly improved the 3- and 5-year progression free survival (PFS) (70% versus 65% and 41% versus 36%, resp.; P < 0.001) but led only to a slight, insignificant increase in 3- and 5-year overall survival (OS) (71% versus 77.3% and %67 versus 74.5%, resp.; P = 0.264). In the young, low risk patient subgroup (aaIPI = 0&1; n = 129), rituximab improved 3- and 5-year PFS and OS rates (P < 0.001 and P = 0.048, resp.). The efficacy of rituximab in young high risk patients was comparable to the literature. CoO data were available in 190 patients. The OS at 3 years was 79% for GC and 64% for non-GC subgroups (P = 0.014). To the best of our knowledge, this is the first study which investigated the impact of R-CHOP in the context of CoO and IPI in a relatively young cohort. CoO was not an independent risk factor for prognosis in the multivariate analysis although patients with GC showed a significant survival advantage in the univariate analysis. CoO was also found to be a significant determinant of response in refractory/relapsed patients. Our results confirm the efficacy of rituximab in low and high risk, young patients outside of a randomized clinical trial setting.
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Chen Y, Sun XF, Zhen ZJ, Wang J, Zhu J, Lu SY, Sun FF, Zhang F, Li PF, Cai RQ. Germinal-center type B-cell classification and clinical characteristics of Chinese pediatric diffuse large B-cell lymphoma: a report of 76 cases. CHINESE JOURNAL OF CANCER 2013; 32:561-6. [PMID: 23544447 PMCID: PMC3845538 DOI: 10.5732/cjc.012.10198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Pediatric diffuse large B-cell lymphoma (DLBCL) is a highly aggressive disease with unique clinical characteristics. This study analyzed the germinal-center type B-cell (GCB) classification and clinical characteristics of Chinese pediatric DLBCL. A total of 76 patients with DLBCL newly diagnosed in Sun Yat-sen University Cancer Center between February 2000 and May 2011, with an age younger than 18 years, were included in the analysis. The male/female ratio was 3.47:1. The median age was 12 years (range, 2 to 18 years), and 47 (61.8%) patients were at least 10 years old. Of the 76 patients, 48 (63.2%) had stage III/IV disease, 9 (11.8%) had bone marrow involvement, 1 (1.3%) had central nervous system (CNS) involvement, and 5 (6.6%) had bone involvement. The GCB classification was assessed in 45 patients: 26 (57.8%) were classified as GCB subtype, and 19 (42.2%) were classified as non-GCB subtype. The modified B-NHL-BFM-90/95 regimen was administered to 50 patients, and the 4-year event-free survival (EFS) rate was 85.8%. Among these 50 patients, 31 were assessed for the GCB classification: 17 (54.8%) were classified as GCB subtype, with a 4-year EFS rate of 88.2%; 14 (45.2%) were classified as non-GCB subtype, with a 4-year EFS rate of 92.9%. Our data indicate that bone marrow involvement and stage III/IV disease are common in Chinese pediatric DLBCL patients, whereas the percentage of patients with the GCB subtype is similar to that of patients with the non-GCB subtype. The modified B-NHL-BFM-90/95 protocol is an active and effective treatment protocol for Chinese pediatric patients with DLBCL.
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Affiliation(s)
- Yan Chen
- State Key Laboratory of Oncology in South China, Department of Pediatric Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong 510060, P. R. China.
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Hill BT, Sweetenham J. Clinical implications of the molecular subtypes of diffuse large B-cell lymphoma. Leuk Lymphoma 2012; 53:763-9. [PMID: 21992676 DOI: 10.3109/10428194.2011.626882] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most common type of lymphoma and responds to standard treatment with chemoimmunotherapy in most patients. Standard prognostic scoring systems such as the International Prognostic Index (IPI) are useful for risk stratification, but are unreliable in predicting outcomes in individual patients because of the biologic heterogeneity of this disease. Gene expression profiling has revealed molecular subtypes of DLBCL: those derived from the lymph node germinal center (GCB) and others derived from an activated B-cell (ABC). A third entity, primary mediastinal B-cell lymphoma (unclassifiable DLBCL), displays pathobiologic features distinct from ABC and GCB subtypes. Patients with ABC-DLBCL have inferior progression-free survival and overall survival relative to those with the GCB subtype. In conclusion, molecular subtyping is a powerful tool for discriminating cases of DLBCL into groups that display very disparate biology and clinical outcomes. Although immunohistochemistry (IHC)-based algorithms predict both the molecular subtype as defined by gene expression profiling and clinical outcomes with reasonable concordance, not all experienced centers have been able to reproduce these findings. As techniques to subclassify DLBCL become universally adopted, large prospective trials will be needed to confirm the benefit of therapy tailored to molecular subtype.
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Affiliation(s)
- Brian T Hill
- Cleveland Clinic Taussig Cancer Institute, Cleveland, OH, USA
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Wilson WH, Jung SH, Porcu P, Hurd D, Johnson J, Martin SE, Czuczman M, Lai R, Said J, Chadburn A, Jones D, Dunleavy K, Canellos G, Zelenetz AD, Cheson BD, Hsi ED. A Cancer and Leukemia Group B multi-center study of DA-EPOCH-rituximab in untreated diffuse large B-cell lymphoma with analysis of outcome by molecular subtype. Haematologica 2011; 97:758-65. [PMID: 22133772 DOI: 10.3324/haematol.2011.056531] [Citation(s) in RCA: 137] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND A phase II trial of dose-adjusted etoposide, prednisone, vincristine, cyclophosphamide, doxorubicin and rituximab (DA-EPOCH-R) from the National Cancer Institute showed promising activity in untreated diffuse large B-cell lymphoma. The Cancer and Leukemia Group B conducted a study to determine if these results could be reproduced in a multi-institutional setting. DESIGN AND METHODS The study included 69 patients with untreated diffuse large B-cell lymphoma at least 18 years of age and at least stage II. Radiaton therapy was not permitted on study. Median age was 58 years (range 23-83) and 40% had high-intermediate or high International Prognostic Index risk. Immunohistochemical biomarkers for cell of origin and proliferation were performed. RESULTS With a median follow up of 62 months, time to progression and overall survival were 81% and 84%, respectively, and time to progression was 87%, 92% and 54% for low/low-intermediate, high-intermediate and high International Prognostic Index risk groups, respectively, at 5-years and beyond. The time to progression and event-free survival of germinal center B-cell lymphoma were 100% and 94%, respectively, and non-germinal center B-cell GCB diffuse large B-cell lymphoma were 67% and 58%, respectively, at 62 months (germinal center vs. non-germinal center B cell P=0.008). DA-EPOCH-R was tolerated without significant grade 4 non-hematologic toxicities. CONCLUSIONS These results provide the first confirmation by a multi-institutional group that DA-EPOCH-R provides high durable remissions in diffuse large B-cell lymphoma and is effective in both germinal center and non-germinal center B-cell subtypes. The trial was registered at ClinicalTrials.Gov (NCT00032019).
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Affiliation(s)
- Wyndham H Wilson
- Metabolism Branch, National Cancer Institute, Bethesda, MD 20892, USA.
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