Genomic Profiling of Smoldering Multiple Myeloma Identifies Patients at a High Risk of Disease Progression

被引:130
|
作者
Bustoros, Mark [1 ,2 ,3 ]
Sklavenitis-Pistofidis, Romanos [1 ,2 ,3 ]
Park, Jihye [1 ,3 ]
Redd, Robert [4 ]
Zhitomirsky, Benny [3 ]
Dunford, Andrew J. [3 ]
Salem, Karma [1 ]
Tai, Yu-Tzu [1 ]
Anand, Shankara [3 ]
Mouhieddine, Tarek H. [1 ,2 ,3 ]
Chavda, Selina J. [5 ]
Boehner, Cody [1 ,2 ]
Elagina, Liudmila [3 ]
Neuse, Carl Jannes [1 ,6 ]
Cha, Justin [3 ]
Rahmat, Mahshid [1 ,2 ,3 ]
Taylor-Weiner, Amaro [3 ]
Van Allen, Eliezer [1 ,3 ]
Kumar, Shaji [7 ]
Kastritis, Efstathis [8 ]
Leshchiner, Ignaty [3 ]
Morgan, Elizabeth A. [9 ]
Laubach, Jacob [1 ]
Casneuf, Tineke [10 ]
Richardson, Paul [1 ]
Munshi, Nikhil C. [1 ]
Anderson, Kenneth C. [1 ]
Trippa, Lorenzo [4 ,11 ]
Aguet, Francois [3 ]
Stewart, Chip [3 ]
Dimopoulos, Meletios-Athanasios [8 ]
Yong, Kwee [5 ]
Bergsagel, P. Leif [12 ]
Manier, Salomon [13 ]
Getz, Gad [3 ,14 ]
Ghobrial, Irene M. [1 ,2 ,3 ]
机构
[1] Harvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Ctr Prevent Progress Blood Canc, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02115 USA
[5] UCL, Dept Hematol, London, England
[6] Univ Munster, Fac Med, Munster, Germany
[7] Mayo Clin, Div Hematol, Rochester, MN USA
[8] Natl & Kapodistrian Univ Athens, Sch Med, Dept Clin Therapeut, Athens, Greece
[9] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[10] Janssen Res & Dev, Beerse, Belgium
[11] Harvard TH Chan Sch Publ Hlth, Boston, MA USA
[12] Mayo Clin, Div Hematol, Scottsdale, AZ USA
[13] Univ Lille, CHU Lille, Dept Hematol, Lille, France
[14] Harvard Med Sch, Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
PROGNOSIS;
D O I
10.1200/JCO.20.00437
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PURPOSESmoldering multiple myeloma (SMM) is a precursor condition of multiple myeloma (MM) with a 10% annual risk of progression. Various prognostic models exist for risk stratification; however, those are based on solely clinical metrics. The discovery of genomic alterations that underlie disease progression to MM could improve current risk models.METHODSWe used next-generation sequencing to study 214 patients with SMM. We performed whole-exome sequencing on 166 tumors, including 5 with serial samples, and deep targeted sequencing on 48 tumors.RESULTSWe observed that most of the genetic alterations necessary for progression have already been acquired by the diagnosis of SMM. Particularly, we found that alterations of the mitogen-activated protein kinase pathway (KRAS and NRAS single nucleotide variants [SNVs]), the DNA repair pathway (deletion 17p, TP53, and ATM SNVs), and MYC (translocations or copy number variations) were all independent risk factors of progression after accounting for clinical risk staging. We validated these findings in an external SMM cohort by showing that patients who have any of these three features have a higher risk of progressing to MM. Moreover, APOBEC associated mutations were enriched in patients who progressed and were associated with a shorter time to progression in our cohort.CONCLUSIONSMM is a genetically mature entity whereby most driver genetic alterations have already occurred, which suggests the existence of a right-skewed model of genetic evolution from monoclonal gammopathy of undetermined significance to MM. We identified and externally validated genomic predictors of progression that could distinguish patients at high risk of progression to MM and, thus, improve on the precision of current clinical models.
引用
收藏
页码:2380 / +
页数:11
相关论文
共 50 条
  • [41] Personalized Neoantigen Peptide Vaccine with or without Lenalidomide for Patients with Intermediate or High Risk Smoldering Multiple Myeloma (SMM) to Prevent Progression to Multiple Myeloma (MM)
    Patel, Krina K.
    Manasanch, Elisabet E.
    Lee, Hans C.
    Ye, J. Christine
    Thomas, Sheeba K.
    Weber, Donna M.
    Becnel, Melody R.
    Gaballa, Mahmoud R.
    Bansal, Hima
    Berkova, Zuzana
    Neelapu, Sattva S.
    Haymaker, Cara L.
    Dang, Minghao
    Wang, Linghua
    Lizee, Greg
    Orlowski, Robert Z.
    BLOOD, 2024, 144 : 4737 - 4738
  • [42] SMOLDERING MULTIPLE MYELOMA : THE ROLE OF RISK MODELS IN IDENTIFYING HIGH RISK PATIENTS IN REAL LIFE
    Cocito, F.
    Ferretti, V. V.
    Catalano, M.
    Mangiacavalli, S.
    Cartia, C. S.
    Ganzetti, M.
    Fugazza, E.
    Landini, B.
    Cazzola, M.
    Corso, A.
    HAEMATOLOGICA, 2017, 102 : 134 - 135
  • [43] Impact of Evolving Pattern in Early Progression of Patients With Smoldering Multiple Myeloma
    Fernandez de larrea, Carlos
    Isola, Ignacio
    Pereira, Arturo
    Rosinol, Laura
    Teresa Cibeira, Ma
    Calvo, Xavier
    Magnano, Laura
    Arostegui, Juan I.
    Rozman, Maria
    Yague, Jordi
    Blade, Joan
    CLINICAL LYMPHOMA MYELOMA & LEUKEMIA, 2017, 17 (01): : E23 - E24
  • [44] Patterns of progression in a contemporary cohort of 447 patients with smoldering multiple myeloma
    Werly, Annika
    Hampel, Mareike
    Hielscher, Thomas
    Zuern, Kosima
    Schmidt, Sophia K.
    Visram, Alissa
    Raab, Marc S.
    Mueller-Tidow, Carsten
    Goldschmidt, Hartmut
    Mai, Elias K.
    BLOOD CANCER JOURNAL, 2024, 14 (01):
  • [45] EVALUATION OF CURRENT CLINICAL MODELS FOR RISK OF PROGRESSION FROM SMOLDERING MULTIPLE MYELOMA TO MULTIPLE MYELOMA IN 287 PATIENTS FOLLOWED IN THE CZECH REPUBLIC
    Sandecka, V.
    Hajek, R.
    Adam, Z.
    Spicka, I.
    Scudla, V.
    Gregora, E.
    Radocha, J.
    Brozova, L.
    Jarkovsky, J.
    Rihova, L.
    Mikulasova, A.
    Starostka, D.
    Walterova, L.
    Adamova, D.
    Kessler, P.
    Brejcha, M.
    Vonke, I.
    Obernauerova, J.
    Valentova, K.
    Pour, L.
    Minarik, J.
    Straub, J.
    Gumulec, J.
    Maisnar, V.
    HAEMATOLOGICA, 2015, 100 : 256 - 256
  • [46] CHARACTERISTICS AND RISK FOR PROGRESSION OF SMOLDERING MULTIPLE MYELOMA: JAPANESE NATIONWIDE RETROSPECTIVE SURVEY
    Muta, Tsuyoshi
    Iida, Shinsuke
    Matsue, Kosei
    Sunami, Kazutaka
    Isoda, Jun
    Harada, Naoko
    Kuroda, Junya
    Miyamoto, Toshihiro
    Akashi, Koichi
    Takamatsu, Yasushi
    ANNALS OF ONCOLOGY, 2014, 25
  • [47] Impact of primary molecular cytogenetic abnormalities and risk of progression in smoldering multiple myeloma
    S V Rajkumar
    V Gupta
    R Fonseca
    A Dispenzieri
    W I Gonsalves
    D Larson
    R P Ketterling
    J A Lust
    R A Kyle
    S K Kumar
    Leukemia, 2013, 27 : 1738 - 1744
  • [48] Four genes predict high risk of progression from smoldering to symptomatic multiple myeloma (SWOG 50120)
    Khan, Rashid
    Dhodapkar, Madhav
    Rosenthal, Adam
    Heuck, Christoph
    Papanikolaou, Xenofon
    Qu, Pingping
    van Rhee, Frits
    Zangari, Maurizio
    Jethava, Yogesh
    Epstein, Joshua
    Yaccoby, Shmuel
    Hoering, Antje
    Crowley, John
    Petty, Nathan
    Bailey, Clyde
    Morgan, Gareth
    Barlogie, Bart
    HAEMATOLOGICA, 2015, 100 (09) : 1214 - 1221
  • [49] African American patients with smoldering multiple myeloma may have a lower risk of progression compared to white patients
    Akhlaghi, Theresia
    Maclachlan, Kylee
    Korde, Neha
    Mailankody, Sham
    Lesokhin, Alexander
    Hassoun, Hani
    Lu, Sydney
    Patel, Dhwani
    Shah, Urvi
    Tan, Carlyn
    Derkach, Andriy
    Lahoud, Oscar
    Landau, Heather
    Shah, Gunjan
    Scordo, Michael
    Chung, David
    Giralt, Sergio
    Usmani, Saad
    Landgren, Ola
    Hultcrantz, Malin
    CLINICAL LYMPHOMA MYELOMA & LEUKEMIA, 2022, 22 : S129 - S129
  • [50] Impact of primary molecular cytogenetic abnormalities and risk of progression in smoldering multiple myeloma
    Rajkumar, S. V.
    Gupta, V.
    Fonseca, R.
    Dispenzieri, A.
    Gonsalves, W. I.
    Larson, D.
    Ketterling, R. P.
    Lust, J. A.
    Kyle, R. A.
    Kumar, S. K.
    LEUKEMIA, 2013, 27 (08) : 1738 - 1744