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Published in: Molecular Imaging and Biology 6/2019

Open Access 01-12-2019 | Lymphoma | Research Article

Pre-Therapeutic Total Lesion Glycolysis on [18F]FDG-PET Enables Prognostication of 2-Year Progression-Free Survival in MALT Lymphoma Patients Treated with CD20-Antibody-Based Immunotherapy

Authors: Marius E. Mayerhoefer, Anton Staudenherz, Barbara Kiesewetter, Michael Weber, Ingrid Simonitsch-Klupp, Peter Gibbs, Werner Dolak, Julius Lukas, Markus Raderer

Published in: Molecular Imaging and Biology | Issue 6/2019

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Abstract

Purpose

Standardized uptake values (SUV), total metabolic tumor volumes (TMTV), and total lesion glycolysis (TLG) based on positron emission tomography with 2-deoxy-2-[18F]fluoro-d-glucose ([18F]FDG/positron emission tomography (PET) are established outcome predictors in FDG-avid lymphomas. We therefore investigated whether these biomarkers also have prognostic value in extranodal marginal zone B cell lymphoma of the mucosa-associated lymphoid tissue (MALT lymphoma), with a focus on patients treated with anti-CD20 antibody-based immunotherapy.

Procedures

Pre-therapeutic [18F]FDG/PET scans of 61 treatment-naïve MALT lymphoma patients, including 35 scheduled for anti-CD20 antibody-based immunotherapy, were included in this retrospective study. SUVmean, SUVmax, TMTV, and TLG were measured and tested for 2-year progression-free survival (PFS) prognostication, using Cox regression analyses. Receiver operating characteristic curves were used to determine optimal cutoffs for prognostic [18F]FDG/PET parameters, and Kaplan–Meier estimates with log rank tests were performed.

Results

After 2 years, progression had occurred in 12/61 patients (CD20-anitbody group 6/35). TLG emerged as the only significant prognostic factor for 2-year PFS in the multivariate analyses with forward selection, both in entire cohort (hazard ratio HR, 1.001; 95 % CI, 1.001–1.002; P < 0.0001) and in the CD20-antibody group (HR, 1.001; 95 % CI, 1.001–1.002; P = 0.001). However, in the entire population, where 8/26 patients with a TLG > 90 (30.8 %) vs. 4/35 patients with a TLG ≤ 90 (11.4 %) showed progression within the 2-year observation period, TLG-based separation of risk groups failed (HR, 0.35; 95 % CI, 0.10–1.15; P = 0.069); whereas in the CD20-antibody group, where 6/16 patients with a TLG > 90 (37.5 %) vs. 0/19 patients with a TLG ≤ 90 (0.0 %) showed progression, risk group separation was successful (HR, 0.010; 95 % CI, 0.0001–8.068; P = 0.003).

Conclusions

TLG may improve early risk stratification of MALT lymphoma patients treated with CD20-antibody-based immunotherapy.
Literature
2.
go back to reference 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 (2016) Baseline metabolic tumor volume predicts outcome in high-tumor-burden follicular lymphoma: a pooled analysis of three multicenter studies. J Clin Oncol 34:3618–3626CrossRef 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 (2016) Baseline metabolic tumor volume predicts outcome in high-tumor-burden follicular lymphoma: a pooled analysis of three multicenter studies. J Clin Oncol 34:3618–3626CrossRef
3.
go back to reference Mikhaeel NG, Smith D, Dunn JT, Phillips M, Møller H, Fields PA, Wrench D, Barrington SF (2016) Combination of baseline metabolic tumour volume and early response on PET/CT improves progression-free survival prediction in DLBCL. Eur J Nucl Med Mol Imaging 43:1209–1219CrossRef Mikhaeel NG, Smith D, Dunn JT, Phillips M, Møller H, Fields PA, Wrench D, Barrington SF (2016) Combination of baseline metabolic tumour volume and early response on PET/CT improves progression-free survival prediction in DLBCL. Eur J Nucl Med Mol Imaging 43:1209–1219CrossRef
4.
go back to reference Ceriani L, Martelli M, Zinzani PL, Ferreri AJM, Botto B, Stelitano C, Gotti M, Cabras MG, Rigacci L, Gargantini L, Merli F, Pinotti G, Mannina D, Luminari S, Stathis A, Russo E, Cavalli F, Giovanella L, Johnson PWM, Zucca E (2015) Utility of baseline 18FDG-PET/CT functional parameters in defining prognosis of primary mediastinal (thymic) large B-cell lymphoma. Blood 126:950–956CrossRef Ceriani L, Martelli M, Zinzani PL, Ferreri AJM, Botto B, Stelitano C, Gotti M, Cabras MG, Rigacci L, Gargantini L, Merli F, Pinotti G, Mannina D, Luminari S, Stathis A, Russo E, Cavalli F, Giovanella L, Johnson PWM, Zucca E (2015) Utility of baseline 18FDG-PET/CT functional parameters in defining prognosis of primary mediastinal (thymic) large B-cell lymphoma. Blood 126:950–956CrossRef
5.
go back to reference Becker S, Vermeulin T, Cottereau AS, Boissel N, Vera P, Lepretre S (2017) 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 44:2034–2041CrossRef Becker S, Vermeulin T, Cottereau AS, Boissel N, Vera P, Lepretre S (2017) 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 44:2034–2041CrossRef
7.
go back to reference Qi S, Huang MY, Yang Y, Schöder H, Teckie S, Noy A, Chau K, Yahalom J (2018) Uptake of [18F] fluorodeoxyglucose in initial positron-emission tomography predicts survival in MALT lymphoma. Blood Adv 2:649–655CrossRef Qi S, Huang MY, Yang Y, Schöder H, Teckie S, Noy A, Chau K, Yahalom J (2018) Uptake of [18F] fluorodeoxyglucose in initial positron-emission tomography predicts survival in MALT lymphoma. Blood Adv 2:649–655CrossRef
8.
go back to reference Hwang JP, Lim I, Byun BH, Kim BI, Choi CW, Lim SM (2016) Prognostic value of SUVmax measured by pretreatment 18F-FDG PET/CT in patients with primary gastric lymphoma. Nucl Med Commun 37:1267–1272CrossRef Hwang JP, Lim I, Byun BH, Kim BI, Choi CW, Lim SM (2016) Prognostic value of SUVmax measured by pretreatment 18F-FDG PET/CT in patients with primary gastric lymphoma. Nucl Med Commun 37:1267–1272CrossRef
9.
go back to reference Barrington SF, Mikhaeel NG, Kostakoglu L, Meignan M, Hutchings M, Müeller SP, Schwartz LH, Zucca E, Fisher RI, Trotman J, Hoekstra OS, Hicks RJ, O'Doherty MJ, Hustinx R, Biggi A, Cheson BD (2014) Role of imaging in the staging and response assessment of lymphoma: consensus of the international conference on malignant lymphomas imaging working group. J Clin Oncol 32:3048–3058CrossRef Barrington SF, Mikhaeel NG, Kostakoglu L, Meignan M, Hutchings M, Müeller SP, Schwartz LH, Zucca E, Fisher RI, Trotman J, Hoekstra OS, Hicks RJ, O'Doherty MJ, Hustinx R, Biggi A, Cheson BD (2014) Role of imaging in the staging and response assessment of lymphoma: consensus of the international conference on malignant lymphomas imaging working group. J Clin Oncol 32:3048–3058CrossRef
10.
go back to reference Conconi A, Martinelli G, Thiéblemont C, Ferreri AJ, Devizzi L, Peccatori F, Ponzoni M, Pedrinis E, Dell'Oro S, Pruneri G, Filipazzi V, Dietrich PY, Gianni AM, Coiffier B, Cavalli F, Zucca E (2003) Clinical activity of rituximab in extranodal marginal zone B-cell lymphoma of MALT type. Blood 102:2741–2745CrossRef Conconi A, Martinelli G, Thiéblemont C, Ferreri AJ, Devizzi L, Peccatori F, Ponzoni M, Pedrinis E, Dell'Oro S, Pruneri G, Filipazzi V, Dietrich PY, Gianni AM, Coiffier B, Cavalli F, Zucca E (2003) Clinical activity of rituximab in extranodal marginal zone B-cell lymphoma of MALT type. Blood 102:2741–2745CrossRef
11.
go back to reference Meignan M, Gallamini A, Meignan M, Gallamini A, Haioun C (2009) Report on the first international workshop on interim-PET-scan in lymphoma. Leuk Lymphoma 50:1257–1260CrossRef Meignan M, Gallamini A, Meignan M, Gallamini A, Haioun C (2009) Report on the first international workshop on interim-PET-scan in lymphoma. Leuk Lymphoma 50:1257–1260CrossRef
12.
go back to reference Boellaard R, Delgado-Bolton R, Oyen WJ, 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, European Association of Nuclear Medicine (EANM) (2015) FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging 42:328–354CrossRef Boellaard R, Delgado-Bolton R, Oyen WJ, 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, European Association of Nuclear Medicine (EANM) (2015) FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging 42:328–354CrossRef
13.
go back to reference Orlhac F, Boughdad S, Philippe C, Stalla-Bourdillon H, Nioche C, Champion L, Soussan M, Frouin F, Frouin V, Buvat I (2018) A postreconstruction harmonization method for multicenter radiomic studies in PET. J Nucl Med 59:1321–1328CrossRef Orlhac F, Boughdad S, Philippe C, Stalla-Bourdillon H, Nioche C, Champion L, Soussan M, Frouin F, Frouin V, Buvat I (2018) A postreconstruction harmonization method for multicenter radiomic studies in PET. J Nucl Med 59:1321–1328CrossRef
14.
go back to reference Eiber M, Takei T, Souvatzoglou M, Mayerhoefer ME, Furst S, Gaertner FC, Loeffelbein DJ, Rummeny EJ, Ziegler SI, Schwaiger M, Beer AJ (2014) Performance of whole-body integrated 18F-FDG PET/MR in comparison to PET/CT for evaluation of malignant bone lesions. J Nucl Med 55:191–197CrossRef Eiber M, Takei T, Souvatzoglou M, Mayerhoefer ME, Furst S, Gaertner FC, Loeffelbein DJ, Rummeny EJ, Ziegler SI, Schwaiger M, Beer AJ (2014) Performance of whole-body integrated 18F-FDG PET/MR in comparison to PET/CT for evaluation of malignant bone lesions. J Nucl Med 55:191–197CrossRef
15.
go back to reference Wu X, Bhattarai A, Korkola P, Pertovaara H, Eskola H, Kellokumpu-Lehtinen PL (2017) The association between liver and tumor [18F] FDG uptake in patients with diffuse large B cell lymphoma during chemotherapy. Mol Imaging Biol 19:787–794CrossRef Wu X, Bhattarai A, Korkola P, Pertovaara H, Eskola H, Kellokumpu-Lehtinen PL (2017) The association between liver and tumor [18F] FDG uptake in patients with diffuse large B cell lymphoma during chemotherapy. Mol Imaging Biol 19:787–794CrossRef
16.
go back to reference Raderer M, Kiesewetter B, Ferreri AJ (2016) Clinicopathologic characteristics and treatment of marginal zone lymphoma of mucosa-associated lymphoid tissue (MALT lymphoma). CA Cancer J Clin 66:153–171CrossRef Raderer M, Kiesewetter B, Ferreri AJ (2016) Clinicopathologic characteristics and treatment of marginal zone lymphoma of mucosa-associated lymphoid tissue (MALT lymphoma). CA Cancer J Clin 66:153–171CrossRef
17.
go back to reference Zucca E, Conconi A, Martinelli G, Bouabdallah R, Tucci A, Vitolo U, Martelli M, Pettengell R, Salles G, Sebban C, Guillermo AL, Pinotti G, Devizzi L, Morschhauser F, Tilly H, Torri V, Hohaus S, Ferreri AJM, Zachée P, Bosly A, Haioun C, Stelitano C, Bellei M, Ponzoni M, Moreau A, Jack A, Campo E, Mazzucchelli L, Cavalli F, Johnson P, Thieblemont C (2017) Final results of the IELSG-19 randomized trial of mucosa-associated lymphoid tissue lymphoma: improved event-free and progression-free survival with rituximab plus chlorambucil versus either chlorambucil or rituximab monotherapy. J Clin Oncol 35:1905–1912CrossRef Zucca E, Conconi A, Martinelli G, Bouabdallah R, Tucci A, Vitolo U, Martelli M, Pettengell R, Salles G, Sebban C, Guillermo AL, Pinotti G, Devizzi L, Morschhauser F, Tilly H, Torri V, Hohaus S, Ferreri AJM, Zachée P, Bosly A, Haioun C, Stelitano C, Bellei M, Ponzoni M, Moreau A, Jack A, Campo E, Mazzucchelli L, Cavalli F, Johnson P, Thieblemont C (2017) Final results of the IELSG-19 randomized trial of mucosa-associated lymphoid tissue lymphoma: improved event-free and progression-free survival with rituximab plus chlorambucil versus either chlorambucil or rituximab monotherapy. J Clin Oncol 35:1905–1912CrossRef
18.
go back to reference Pierpont TM, Limper CB, Richards KL (2018) Past, present, and future of rituximab-the world’s first oncology monoclonal antibody therapy. Front Oncol 8:163CrossRef Pierpont TM, Limper CB, Richards KL (2018) Past, present, and future of rituximab-the world’s first oncology monoclonal antibody therapy. Front Oncol 8:163CrossRef
19.
go back to reference Falchi L, Ferrajoli A, Jacobs I, Nava-Parada P (2018) An evidence-based review of anti-CD20 antibody-containing regimens for the treatment of patients with relapsed or refractory chronic lymphocytic leukemia, diffuse large B-cell lymphoma, or Follicular Lymphoma. Clin Lymphoma Myeloma Leuk 18:508–518CrossRef Falchi L, Ferrajoli A, Jacobs I, Nava-Parada P (2018) An evidence-based review of anti-CD20 antibody-containing regimens for the treatment of patients with relapsed or refractory chronic lymphocytic leukemia, diffuse large B-cell lymphoma, or Follicular Lymphoma. Clin Lymphoma Myeloma Leuk 18:508–518CrossRef
20.
go back to reference Shi Q, Schmitz N, Ou FS, Dixon JG, Cunningham D, Pfreundschuh M, Seymour JF, Jaeger U, Habermann TM, Haioun C, Tilly H, Ghesquieres H, Merli F, Ziepert M, Herbrecht R, Flament J, Fu T, Coiffier B, Flowers CR (2018) Progression-free survival as a surrogate end point for overall survival in first-line diffuse large B-cell lymphoma: an individual patient-level analysis of multiple randomized trials (SEAL). J Clin Oncol 36:2593–2602CrossRef Shi Q, Schmitz N, Ou FS, Dixon JG, Cunningham D, Pfreundschuh M, Seymour JF, Jaeger U, Habermann TM, Haioun C, Tilly H, Ghesquieres H, Merli F, Ziepert M, Herbrecht R, Flament J, Fu T, Coiffier B, Flowers CR (2018) Progression-free survival as a surrogate end point for overall survival in first-line diffuse large B-cell lymphoma: an individual patient-level analysis of multiple randomized trials (SEAL). J Clin Oncol 36:2593–2602CrossRef
21.
go back to reference Gómez León N, Delgado-Bolton RC, Del Campo Del Val L, et al (2017) Multicenter comparison of contrast-enhanced FDG PET/CT and 64-slice multi-detector-row CT for initial staging and response evaluation at the end of treatment in patients with lymphoma. Clin Nucl Med 42:595–602 Gómez León N, Delgado-Bolton RC, Del Campo Del Val L, et al (2017) Multicenter comparison of contrast-enhanced FDG PET/CT and 64-slice multi-detector-row CT for initial staging and response evaluation at the end of treatment in patients with lymphoma. Clin Nucl Med 42:595–602
Metadata
Title
Pre-Therapeutic Total Lesion Glycolysis on [18F]FDG-PET Enables Prognostication of 2-Year Progression-Free Survival in MALT Lymphoma Patients Treated with CD20-Antibody-Based Immunotherapy
Authors
Marius E. Mayerhoefer
Anton Staudenherz
Barbara Kiesewetter
Michael Weber
Ingrid Simonitsch-Klupp
Peter Gibbs
Werner Dolak
Julius Lukas
Markus Raderer
Publication date
01-12-2019
Publisher
Springer International Publishing
Published in
Molecular Imaging and Biology / Issue 6/2019
Print ISSN: 1536-1632
Electronic ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-019-01329-2

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