Development of a new risk stratification system for patients with newly diagnosed multiple myeloma using R-ISS and 18F-FDG PET/CT

被引:12
作者
Cho, Hee Jeong [1 ]
Jung, Sung-Hoon [2 ,3 ]
Jo, Jae-Cheol [4 ]
Lee, Yoo Jin [4 ]
Yoon, Sang Eun [5 ]
Park, Sung-Soo [6 ]
Kim, Do Young [7 ]
Shin, Ho-Jin [7 ]
Mun, Yeung-Chul [8 ]
Yi, Jun Ho [9 ]
Kim, Hyo Jung [10 ]
Kim, Da Jung [11 ]
Lee, Ho Sup [11 ]
Bae, Sung Hwa [12 ]
Hong, Chae Moon [13 ]
Jeong, Shin Young [13 ]
Min, Jung-Joon [3 ,14 ]
Sohn, Sang Kyun [1 ]
Min, Chang-Ki [6 ]
Kim, Kihyun [5 ]
Lee, Je-Jung [2 ,3 ]
Moon, Joon Ho [1 ]
机构
[1] Kyungpook Natl Univ, Kyungpook Natl Univ Hosp, Sch Med, Dept Hematol Oncol, Daegu, South Korea
[2] Chonnam Natl Univ Hwasun Hosp, Dept Hematol Oncol, Yeosu, Jeollanam Do, South Korea
[3] Chonnam Natl Univ, Sch Med, Yeosu, Jeollanam Do, South Korea
[4] Univ Ulsan, Ulsan Univ Hosp, Dept Hematol & Oncol, Coll Med, Ulsan, South Korea
[5] Sungkyunkwan Univ, Dept Med, Samsung Med Ctr, Sch Med, Seoul, South Korea
[6] Catholic Univ Korea, Seoul St Marys Hosp, Dept Hematol, Coll Med, Seoul, South Korea
[7] Pusan Natl Univ, Pusan Natl Univ Hosp, Dept Hematol Oncol, Sch Med, Busan, South Korea
[8] Ewha Womans Univ, Dept Hematol Oncol, Med Ctr, Seoul, South Korea
[9] Chung Ang Univ Hosp, Dept Hematol Oncol, Seoul, South Korea
[10] Hallym Univ, Dept Hematol Oncol, Sacred Heart Hosp, Anyang, South Korea
[11] Kosin Univ, Gosper Hosp, Dept Hematol Oncol, Busan, South Korea
[12] Daegu Catholic Univ, Daegu Catholic Univ Hosp, Sch Med, Dept Hematol Oncol, Daegu, South Korea
[13] Kyungpook Natl Univ, Kyungpook Natl Univ Hosp, Sch Med, Dept Nucl Med, Daegu, South Korea
[14] Chonnam Natl Univ, Hwasun Hosp, Dept Nucl Med, Yeosu, Jeollanam Do, South Korea
关键词
INTERNATIONAL STAGING SYSTEM; POSITRON-EMISSION-TOMOGRAPHY; CONSENSUS; SURVIVAL; CRITERIA; LESIONS;
D O I
10.1038/s41408-021-00577-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
In multiple myeloma (MM), a high number of focal lesions (FL) detected using positron emission tomography/computed tomography (PET/CT) was found to be associated with adverse prognosis. To design a new risk stratification system that combines the Revised International Staging System (R-ISS) with FL, we analyzed the data of 380 patients with newly diagnosed MM (NDMM) who underwent F-18-fluorodeoxyglucose (F-18-FDG) PET/CT upon diagnosis. The K-adaptive partitioning algorithm was adopted to define subgroups with homogeneous survival. The combined R-ISS with PET/CT classified NDMM patients into four groups: R-ISS/PET stage I (n = 31; R-ISS I with FL <= 3), stage II (n = 156; R-ISS I with FL > 3 and R-ISS II with FL <= 3), stage III (n = 162; R-ISS II with FL > 3 and R-ISS III with FL <= 3), and stage IV (n = 31; R-ISS III with FL > 3). The 2-year overall survival rates for stages I, II, III, and IV were 96.7%, 89.8%, 74.7%, and 50.3%. The 2-year progression-free survival rates were 84.1%, 64.7%, 40.8%, and 17.1%, respectively. The new R-ISS/PET was successfully validated in an external cohort. This new system had a remarkable prognostic power for estimating the survival outcomes of patients with NDMM. This system helps discriminate patients with a good prognosis from those with a poor prognosis more precisely.
引用
收藏
页数:8
相关论文
共 30 条
[1]   F18-fluorodeoxyglucose positron emission tomography in the context of other imaging techniques and prognostic factors in multiple myeloma [J].
Bartel, Twyla B. ;
Haessler, Jeff ;
Brown, Tracy L. Y. ;
Shaughnessy, John D., Jr. ;
van Rhee, Frits ;
Anaissie, Elias ;
Alpe, Terri ;
Angtuaco, Edgardo ;
Walker, Ronald ;
Epstein, Joshua ;
Crowley, John ;
Barlogie, Bart .
BLOOD, 2009, 114 (10) :2068-2076
[2]   Role of 18F-FDG PET/CT in the diagnosis and management of multiple myeloma and other plasma cell disorders: a consensus statement by the International Myeloma Working Group [J].
Cavo, Michele ;
Terpos, Evangelos ;
Nanni, Cristina ;
Moreau, Philippe ;
Lentzsch, Suzanne ;
Zweegman, Sonja ;
Hillengass, Jens ;
Engelhardt, Monika ;
Usmani, Saad Z. ;
Vesole, David H. ;
San-Miguel, Jesus ;
Kumar, Shaji K. ;
Richardson, Paul G. ;
Mikhael, Joseph R. ;
da Costa, Fernando Leal ;
Dimopoulos, Meletios-Athanassios ;
Zingaretti, Chiara ;
Abildgaard, Niels ;
Goldschmidt, Hartmut ;
Orlowski, Robert Z. ;
Chng, Wee Joo ;
Einsele, Hermann ;
Lonial, Sagar ;
Barlogie, Bart ;
Anderson, Kenneth C. ;
Rajkumar, S. Vincent ;
Durie, Brian G. M. ;
Zamagni, Elena .
LANCET ONCOLOGY, 2017, 18 (04) :E206-E217
[3]   Comprehensive evaluation of the revised international staging system in multiple myeloma patients treated with novel agents as a primary therapy [J].
Cho, Hyungwoo ;
Yoon, Dok Hyun ;
Lee, Jung Bok ;
Kim, Sung-Yong ;
Moon, Joon Ho ;
Do, Young Rok ;
Lee, Jae Hoon ;
Park, Yong ;
Lee, Ho Sup ;
Eom, Hyeon Seok ;
Shin, Ho-Jin ;
Min, Chang-Ki ;
Kim, Jin Seok ;
Jo, Jae-Cheol ;
Kang, Hye Jin ;
Mun, Yeung-Chul ;
Lee, Won Sik ;
Lee, Je-Jung ;
Suh, Cheolwon ;
Kim, Kihyun .
AMERICAN JOURNAL OF HEMATOLOGY, 2017, 92 (12) :1280-1286
[4]   HIGH SERUM LACTATE-DEHYDROGENASE LEVEL AS A MARKER FOR DRUG-RESISTANCE AND SHORT SURVIVAL IN MULTIPLE-MYELOMA [J].
DIMOPOULOS, MA ;
BARLOGIE, B ;
SMITH, TL ;
ALEXANIAN, R .
ANNALS OF INTERNAL MEDICINE, 1991, 115 (12) :931-935
[5]   International Myeloma Working Group molecular classification of multiple myeloma: spotlight review [J].
Fonseca, R. ;
Bergsagel, P. L. ;
Drach, J. ;
Shaughnessy, J. ;
Gutierrez, N. ;
Stewart, A. K. ;
Morgan, G. ;
Van Ness, B. ;
Chesi, M. ;
Minvielle, S. ;
Neri, A. ;
Barlogie, B. ;
Kuehl, W. M. ;
Liebisch, P. ;
Davies, F. ;
Chen-Kiang, S. ;
Durie, B. G. M. ;
Carrasco, R. ;
Sezer, Orhan ;
Reiman, Tony ;
Pilarski, Linda ;
Avet-Loiseau, H. .
LEUKEMIA, 2009, 23 (12) :2210-2221
[6]   Metabolic Tumor Volume Assessed by 18F-FDG PET/CT for the Prediction of Outcome in Patients with Multiple Myeloma [J].
Fonti, Rosa ;
Larobina, Michele ;
Del Vecchio, Silvana ;
De Luca, Serena ;
Fabbricini, Rossella ;
Catalano, Lucio ;
Pane, Fabrizio ;
Salvatore, Marco ;
Pace, Leonardo .
JOURNAL OF NUCLEAR MEDICINE, 2012, 53 (12) :1829-1835
[7]   Evaluation of Revised International Staging System (R-ISS) for transplant-eligible multiple myeloma patients [J].
Gonzalez-Calle, Veronica ;
Slack, Abigail ;
Keane, Niamh ;
Luft, Susan ;
Pearce, Kathryn E. ;
Ketterling, Rhett P. ;
Jain, Tania ;
Chirackal, Sintosebastian ;
Reeder, Craig ;
Mikhael, Joseph ;
Noel, Pierre ;
Mayo, Angela ;
Adams, Roberta H. ;
Ahmann, Gregory ;
Braggio, Esteban ;
Stewart, A. Keith ;
Bergsagel, P. Leif ;
Van Wier, Scott A. ;
Fonseca, Rafael .
ANNALS OF HEMATOLOGY, 2018, 97 (08) :1453-1462
[8]   International staging system for multiple myeloma [J].
Greipp, PR ;
San Miguel, J ;
Durie, BGM ;
Crowley, JJ ;
Barlogie, B ;
Bladé, J ;
Boccadoro, M ;
Child, JA ;
Harousseau, JL ;
Kyle, RA ;
Lahuerta, JJ ;
Ludwig, H ;
Morgan, G ;
Powles, R ;
Shimizu, K ;
Shustik, C ;
Sonneveld, P ;
Tosi, P ;
Turesson, I ;
Westin, J .
JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (15) :3412-3420
[9]   Understanding multiple myeloma pathogenesis in the bone marrow to identify new therapeutic targets [J].
Hideshima, Teru ;
Mitsiades, Constantine ;
Tonon, Giovanni ;
Richardson, Paul G. ;
Anderson, Kenneth C. .
NATURE REVIEWS CANCER, 2007, 7 (08) :585-598
[10]   International myeloma working group consensus recommendations on imaging in monoclonal plasma cell disorders [J].
Hillengass, Jens ;
Usmani, Saad ;
Rajkumar, S. Vincent ;
Durie, Brian G. M. ;
Mateos, Maria-Victoria ;
Lonial, Sagar ;
Joao, Cristina ;
Anderson, Kenneth C. ;
Garcia-Sanz, Ramon ;
Riva Serra, Eloisa ;
Du, Juan ;
van de Donk, Niels ;
Berdeja, Jesus G. ;
Terpos, Evangelos ;
Zamagni, Elena ;
Kyle, Robert A. ;
San Miguel, Jesus ;
Goldschmidt, Hartmut ;
Giralt, Sergio ;
Kumar, Shaji ;
Raje, Noopur ;
Ludwig, Heinz ;
Ocio, Enrique ;
Schots, Rik ;
Einsele, Hermann ;
Schjesvold, Fredrik ;
Chen, Wen-Ming ;
Abildgaard, Niels ;
Lipe, Brea C. ;
Dytfeld, Dominik ;
Wirk, Baldeep Mona ;
Drake, Matthew ;
Cavo, Michele ;
Jose Lahuerta, Juan ;
Lentzsch, Suzanne .
LANCET ONCOLOGY, 2019, 20 (06) :E302-E312