Second Revision of the International Staging System (R2-ISS) for Overall Survival in Multiple Myeloma: A European Myeloma Network (EMN) Report Within the HARMONY Project

被引:205
作者
D'Agostino, Mattia [1 ]
Cairns, David A. [2 ]
Lahuerta, Juan Jose [3 ]
Wester, Ruth [4 ]
Bertsch, Uta [5 ]
Waage, Anders [6 ]
Zamagni, Elena [7 ,8 ]
Mateos, Maria-Victoria [9 ]
Dall'Olio, Daniele [10 ]
van de Donk, Niels W. C. J. [11 ]
Jackson, Graham [12 ]
Rocchi, Serena [7 ,8 ]
Salwender, Hans [13 ]
Creixenti, Joan Blade [14 ]
van der Holt, Bronno [15 ]
Castellani, Gastone [8 ]
Bonello, Francesca [1 ]
Capra, Andrea [1 ]
Mai, Elias K. [5 ]
Durig, Jan [16 ]
Gay, Francesca [1 ]
Zweegman, Sonja [11 ]
Cavo, Michele [7 ,8 ]
Kaiser, Martin F. [17 ,18 ]
Goldschmidt, Hartmut [5 ]
Hernandez Rivas, Jesus Maria [19 ]
Larocca, Alessandra [1 ]
Cook, Gordon [2 ]
San-Miguel, Jesus F. [20 ]
Boccadoro, Mario [1 ]
Sonneveld, Pieter [4 ]
机构
[1] Univ Torino, Azienda Osped Univ Citta Salute & Sci Torino, Div Hematol, SSD Clin Trial Oncoematol & Mieloma Multiplo, Via Genova 3, I-10126 Turin, Italy
[2] Univ Leeds, Leeds Inst Clin Trials Res, Leeds Canc Res UK Clin Trials Unit, Leeds, W Yorkshire, England
[3] Inst Invest Hosp Univ 12 Octubre, Madrid, Spain
[4] Erasmus MC Canc Inst, Dept Hematol, Rotterdam, Netherlands
[5] Univ Hosp Heidelberg, Internal Med & Natl Ctr Tumor Dis NCT, Heidelberg, Germany
[6] Norwegian Univ Sci & Technol, Inst Clin & Mol Med, Trondheim, Norway
[7] IRCCS Azienda Osped Univ Bologna, Ist Ematol Seragnoli, Bologna, Italy
[8] Univ Bologna, Dipartimento Med Specialist Diagnost & Sperimenta, Bologna, Italy
[9] Complejo Asistencial Univ Salamanca IBSAL CIC Cib, Salamanca, Spain
[10] Univ Bologna, Dipartimento Fis & Astron, Bologna, Italy
[11] Vrije Univ Amsterdam, Canc Ctr Amsterdam, Dept Hematol, Amsterdam UMC, Amsterdam, Netherlands
[12] Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, England
[13] Asklepios Tumorzentrum Hamburg AK Altona & AK St, Hamburg, Germany
[14] Hosp Clin Barcelona, IDIBAPS, Barcelona, Spain
[15] Erasmus MC Canc Inst, HOVON Data Ctr, Dept Hematol, Rotterdam, Netherlands
[16] Univ Clin Essen, Dept Hematol, Essen, Germany
[17] Inst Canc Res, London, England
[18] Royal Marsden Hosp, London, England
[19] Univ Salamanca, Hosp Univ Salamanca CAUSA IBSAL, Univ Salamanca Canc Res Ctr Salamanca IBMCC,Hemat, Inst Biomed Res Salamanca IBSAL,Dept Med,USAL CSI, Salamanca, Spain
[20] Clin Univ Navarra, IDISNA, CIMA, CIBER ONC CB16 12 00369, Pamplona, Spain
关键词
BORTEZOMIB-MELPHALAN-PREDNISONE; STEM-CELL TRANSPLANTATION; AUTOLOGOUS TRANSPLANTATION; ELDERLY-PATIENTS; CONSOLIDATION-MAINTENANCE; LENALIDOMIDE MAINTENANCE; RANDOMIZED PHASE-3; PLUS LENALIDOMIDE; INITIAL TREATMENT; OPEN-LABEL;
D O I
10.1200/JCO.21.02614
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PURPOSE Patients with newly diagnosed multiple myeloma (NDMM) show heterogeneous outcomes, and approximately 60% of them are at intermediate-risk according to the Revised International Staging system (R-ISS), the standard-of-care risk stratification model. Moreover, chromosome 1q gain/amplification (1q+) recently proved to be a poor prognostic factor. In this study, we revised the R-ISS by analyzing the additive value of each single risk feature, including 1q+. PATIENTS AND METHODS The European Myeloma Network, within the HARMONY project, collected individual data from 10,843 patients with NDMM enrolled in 16 clinical trials. An additive scoring system on the basis of top features predicting progression-free survival (PFS) and overall survival (OS) was developed and validated. RESULTS In the training set (N = 7,072), at a median follow-up of 75 months, ISS, del(17p), lactate dehydrogenase, t(4;14), and 1q+ had the highest impact on PFS and OS. These variables were all simultaneously present in 2,226 patients. A value was assigned to each risk feature according to their OS impact (ISS-III 1.5, ISS-II 1, del(17p) 1, high lactate dehydrogenase 1, and 1q+ 0.5 points). Patients were stratified into four risk groups according to the total additive score: low (Second Revision of the International Staging System [R2-ISS]-I, 19.2%, 0 points), low-intermediate (II, 30.8%, 0.5-1 points), intermediate-high (III, 41.2%, 1.5-2.5 points), high (IV, 8.8%, 3-5 points). Median OS was not reached versus 109.2 versus 68.5 versus 37.9 months, and median PFS was 68 versus 45.5 versus 30.2 versus 19.9 months, respectively. The score was validated in an independent validation set (N = 3,771, of whom 1,214 were with complete data to calculate R2-ISS) maintaining its prognostic value. CONCLUSION The R2-ISS is a simple prognostic staging system allowing a better stratification of patients with intermediate-risk NDMM. The additive nature of this score fosters its future implementation with new prognostic variables.
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页码:3406 / +
页数:15
相关论文
共 68 条
[1]   Implications of MYC Rearrangements in Newly Diagnosed Multiple Myeloma [J].
Abdallah, Nadine ;
Baughn, Linda B. ;
Rajkumar, S. Vincent ;
Kapoor, Prashant ;
Gertz, Morie A. ;
Dispenzieri, Angela ;
Lacy, Martha Q. ;
Hayman, Suzanne R. ;
Buadi, Francis K. ;
Dingli, David ;
Go, Ronald S. ;
Hwa, Yi L. ;
Fonder, Amie ;
Hobbs, Miriam ;
Lin, Yi ;
Leung, Nelson ;
Kourelis, Taxiarchis ;
Warsame, Rahma ;
Siddiqui, Mustaqeem ;
Lust, John ;
Kyle, Robert A. ;
Ketterling, Rhett ;
Bergsagel, Leif ;
Greipp, Patricia ;
Kumar, Shaji K. .
CLINICAL CANCER RESEARCH, 2020, 26 (24) :6581-6588
[2]   Multiple myeloma immunoglobulin lambda translocations portend poor prognosis [J].
Barwick, Benjamin G. ;
Neri, Paola ;
Bahlis, Nizar J. ;
Nooka, Ajay K. ;
Dhodapkar, Madhav, V ;
Jaye, David L. ;
Hofmeister, Craig C. ;
Kaufman, Jonathan L. ;
Gupta, Vikas A. ;
Auclair, Daniel ;
Keats, Jonathan J. ;
Lonial, Sagar ;
Vertino, Paula M. ;
Boise, Lawrence H. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[3]   Extending the OMOP Common Data Model and Standardized Vocabularies to Support Observational Cancer Research [J].
Belenkaya, Rimma ;
Gurley, Michael J. ;
Golozar, Asieh ;
Dymshyts, Dmitry ;
Miller, Robert T. ;
Williams, Andrew E. ;
Ratwani, Shilpa ;
Siapos, Anastasios ;
Korsik, Vladislav ;
Warner, Jeremy ;
Campbell, W. Scott ;
Rivera, Donna ;
Banokina, Tatiana ;
Modina, Elizaveta ;
Bethusamy, Shantha ;
Stewart, Henry Morgan ;
Patel, Meera ;
Chen, Ruijun ;
Falconer, Thomas ;
Park, Rae Woong ;
You, Seng Chan ;
Jeon, Hokyun ;
Shin, Soe Jeong ;
Reich, Christian .
JCO CLINICAL CANCER INFORMATICS, 2021, 5 :12-20
[4]   High Levels of Circulating Tumor Plasma Cells as a Key Hallmark of Aggressive Disease in Transplant-Eligible Patients With Newly Diagnosed Multiple Myeloma [J].
Bertamini, Luca ;
Oliva, Stefania ;
Rota-Scalabrini, Delia ;
Paris, Laura ;
More, Sonia ;
Corradini, Paolo ;
Ledda, Antonio ;
Gentile, Massimo ;
De Sabbata, Giovanni ;
Pietrantuono, Giuseppe ;
Pascarella, Anna ;
Tosi, Patrizia ;
Curci, Paola ;
Gilestro, Milena ;
Capra, Andrea ;
Galieni, Piero ;
Pisani, Francesco ;
Annibali, Ombretta ;
Monaco, Federico ;
Liberati, Anna Marina ;
Palmieri, Salvatore ;
Luppi, Mario ;
Zambello, Renato ;
Fazio, Francesca ;
Belotti, Angelo ;
Tacchetti, Paola ;
Musto, Pellegrino ;
Boccadoro, Mario ;
Gay, Francesca .
JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (27) :3120-+
[5]   MRD Assessment in Multiple Myeloma: Progress and Challenges [J].
Bertamini, Luca ;
D'Agostino, Mattia ;
Gay, Francesca .
CURRENT HEMATOLOGIC MALIGNANCY REPORTS, 2021, 16 (02) :162-171
[6]   Lenalidomide-based induction and maintenance in elderly newly diagnosed multiple myeloma patients: updated results of the EMN01 randomized trial [J].
Bringhen, Sara ;
D'Agostino, Mattia ;
Paris, Laura ;
Ballanti, Stelvio ;
Pescosta, Norbert ;
Spada, Stefano ;
Pezzatti, Sara ;
Grasso, Mariella ;
Rota-Scalabrini, Delia ;
De Rosa, Luca ;
Pavone, Vincenzo ;
Gazzera, Giulia ;
Aquino, Sara ;
Poggiu, Marco ;
Santoro, Armando ;
Gentile, Massimo ;
Baldini, Luca ;
Petrucci, Maria Teresa ;
Tosi, Patrizia ;
Marasca, Roberto ;
Cellini, Claudia ;
Palumbo, Antonio ;
Falco, Patrizia ;
Hajek, Roman ;
Boccadoro, Mario ;
Larocca, Alessandra .
HAEMATOLOGICA, 2020, 105 (07) :1937-1947
[7]   Carfilzomib, cyclophosphamide, and dexamethasone in patients with newly diagnosed multiple myeloma: a multicenter, phase 2 study [J].
Bringhen, Sara ;
Petrucci, Maria Teresa ;
Larocca, Alessandra ;
Conticello, Concetta ;
Rossi, Davide ;
Magarotto, Valeria ;
Musto, Pellegrino ;
Boccadifuoco, Luana ;
Offidani, Massimo ;
Omede, Paola ;
Gentilini, Fabiana ;
Ciccone, Giovannino ;
Benevolo, Giulia ;
Genuardi, Mariella ;
Montefusco, Vittorio ;
Oliva, Stefania ;
Caravita, Tommaso ;
Tacchetti, Paola ;
Boccadoro, Mario ;
Sonneveld, Pieter ;
Palumbo, Antonio .
BLOOD, 2014, 124 (01) :63-69
[8]   Chromosome 1 abnormalities in elderly patients with newly diagnosed multiple myeloma treated with novel therapies [J].
Caltagirone, Simona ;
Ruggeri, Marina ;
Aschero, Simona ;
Gilestro, Milena ;
Oddolo, Daniela ;
Gay, Francesca ;
Bringhen, Sara ;
Musolino, Caterina ;
Baldini, Luca ;
Musto, Pellegrino ;
Petrucci, Maria T. ;
Gaidano, Gianluca ;
Passera, Roberto ;
Bruno, Benedetto ;
Palumbo, Antonio ;
Boccadoro, Mario ;
Omede, Paola .
HAEMATOLOGICA, 2014, 99 (10) :1611-1617
[9]  
Caro Jessica, 2021, Am Soc Clin Oncol Educ Book, V41, P291, DOI 10.1200/EDBK_320105
[10]   Autologous haematopoietic stem-cell transplantation versus bortezomib-melphalan-prednisone, with or without bortezomib-lenalidomide-dexamethasone consolidation therapy, and lenalidomide maintenance for newly diagnosed multiple myeloma (EMN02/HO95): a multicentre, randomised, open-label, phase 3 study [J].
Cavo, Michele ;
Gay, Francesca ;
Beksac, Meral ;
Pantani, Lucia ;
Petrucci, Maria Teresa ;
Dimopoulos, Meletios A. ;
Dozza, Luca ;
van der Holt, Bronno ;
Zweegman, Sonja ;
Oliva, Stefania ;
van der Velden, Vincent H. J. ;
Zamagni, Elena ;
Palumbo, Giuseppe A. ;
Patriarca, Francesca ;
Montefusco, Vittorio ;
Galli, Monica ;
Maisnar, Vladimir ;
Gamberi, Barbara ;
Hansson, Markus ;
Belotti, Angelo ;
Pour, Ludek ;
Ypma, Paula ;
Grasso, Mariella ;
Croockewit, Alexsandra ;
Ballanti, Stelvio ;
Offidani, Massimo ;
Vincelli, Iolanda D. ;
Zambello, Renato ;
Liberati, Anna Marina ;
Andersen, Niels Frost ;
Broijl, Annemiek ;
Troia, Rossella ;
Pascarella, Anna ;
Benevolo, Giulia ;
Levin, Mark-David ;
Bos, Gerard ;
Ludwig, Heinz ;
Aquino, Sara ;
Morelli, Anna Maria ;
Wu, Ka Lung ;
Boersma, Rinske ;
Hajek, Roman ;
Durian, Marc ;
Borne, Peter A. von dem ;
di Toritto, Tommaso Caravita ;
Zander, Thilo ;
Specchia, Giorgina ;
Waage, Anders ;
Gimsing, Peter ;
Mellqvist, Ulf-Henrik .
LANCET HAEMATOLOGY, 2020, 7 (06) :E456-E468