Single-cell profiling of tumour evolution in multiple myeloma - opportunities for precision medicine

被引:76
作者
Dutta, Ankit K. [1 ,2 ,3 ]
Alberge, Jean-Baptiste [1 ,2 ,3 ]
Sklavenitis-Pistofidis, Romanos [1 ,2 ,3 ]
Lightbody, Elizabeth D. [1 ,2 ,3 ]
Getz, Gad [3 ,4 ,5 ]
Ghobrial, Irene M. [1 ,2 ,3 ]
机构
[1] Dana Farber Canc Inst, Ctr Prevent Progress Blood Canc, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Med Oncol, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Canc Program, Cambridge, MA 02142 USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Canc Ctr, Boston, MA 02115 USA
[5] 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
CIRCULATING PLASMA-CELLS; LENALIDOMIDE PLUS DEXAMETHASONE; UNDETERMINED SIGNIFICANCE MGUS; MINIMAL RESIDUAL DISEASE; MONOCLONAL GAMMOPATHY; CLONAL EVOLUTION; PROGNOSTIC VALUE; FLOW-CYTOMETRY; LONG-TERM; RISK;
D O I
10.1038/s41571-021-00593-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Multiple myeloma and its precursor stages, monoclonal gammopathy of undetermined significance and smouldering multiple myeloma, have a considerable degree of genetic heterogeneity. The authors of this Review discuss how single-cell studies in these individuals are enabling the mutational and phenotypic characterization of cells within the bone marrow tumour, immune microenvironment and peripheral blood to eventually guide early diagnosis, risk stratification and treatment strategies. Multiple myeloma (MM) is a haematological malignancy of plasma cells characterized by substantial intraclonal genetic heterogeneity. Although therapeutic advances made in the past few years have led to improved outcomes and longer survival, MM remains largely incurable. Over the past decade, genomic analyses of patient samples have demonstrated that MM is not a single disease but rather a spectrum of haematological entities that all share similar clinical symptoms. Moreover, analyses of samples from monoclonal gammopathy of undetermined significance and smouldering MM have also shown the existence of genetic heterogeneity in precursor stages, in some cases remarkably similar to that of MM. This heterogeneity highlights the need for a greater dissection of underlying disease biology, especially the clonal diversity and molecular events underpinning MM at each stage to enable the stratification of individuals with a high risk of progression. Emerging single-cell sequencing technologies present a superlative solution to delineate the complexity of monoclonal gammopathy of undetermined significance, smouldering MM and MM. In this Review, we discuss how genomics has revealed novel insights into clonal evolution patterns of MM and provide examples from single-cell studies that are beginning to unravel the mutational and phenotypic characteristics of individual cells within the bone marrow tumour, immune microenvironment and peripheral blood. We also address future perspectives on clinical application, proposing that multi-omics single-cell profiling can guide early patient diagnosis, risk stratification and treatment strategies.
引用
收藏
页码:223 / 236
页数:14
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