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

被引:131
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
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