Clonal evolution of acute myeloid leukemia revealed by high-throughput single-cell genomics

被引:199
|
作者
Morita, Kiyomi [1 ,2 ]
Wang, Feng [3 ]
Jahn, Katharina [4 ,5 ]
Hu, Tianyuan [6 ]
Tanaka, Tomoyuki [1 ]
Sasaki, Yuya [1 ]
Kuipers, Jack [4 ,5 ]
Loghavi, Sanam [7 ]
Wang, Sa A. [7 ]
Yan, Yuanqing [8 ]
Furudate, Ken [1 ,9 ]
Matthews, Jairo [1 ]
Little, Latasha [3 ]
Gumbs, Curtis [3 ]
Zhang, Jianhua [3 ]
Song, Xingzhi [3 ]
Thompson, Erika [10 ]
Patel, Keyur P. [7 ]
Bueso-Ramos, Carlos E. [7 ]
DiNardo, Courtney D. [1 ]
Ravandi, Farhad [1 ]
Jabbour, Elias [1 ]
Andreeff, Michael [1 ]
Cortes, Jorge [1 ]
Bhalla, Kapil [1 ]
Garcia-Manero, Guillermo [1 ]
Kantarjian, Hagop [1 ]
Konopleva, Marina [1 ]
Nakada, Daisuke [7 ]
Navin, Nicholas [10 ,11 ]
Beerenwinkel, Niko [4 ,5 ]
Futreal, P. Andrew [3 ]
Takahashi, Koichi [1 ,3 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Leukemia, Houston, TX 77030 USA
[2] Univ Tokyo, Grad Sch Med, Dept Hematol & Oncol, Tokyo, Japan
[3] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[4] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, Basel, Switzerland
[5] SIB Swiss Inst Bioinformat, Basel, Switzerland
[6] Baylor Coll Med, Dept Mol & Human Genet, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Hematopathol, Houston, TX 77030 USA
[8] Univ Texas Hlth Sci Ctr Houston, Dept Neurosurg, Houston, TX 77030 USA
[9] Hirosaki Univ, Grad Sch Med, Dept Oral & Maxillofacial Surg, Aomori, Japan
[10] Univ Texas MD Anderson Canc Ctr, Dept Genet, Houston, TX 77030 USA
[11] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
基金
日本学术振兴会;
关键词
INTRATUMOR HETEROGENEITY; MUTATIONS; HEMATOPOIESIS; DYNAMICS;
D O I
10.1038/s41467-020-19119-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Clonal diversity is a consequence of cancer cell evolution driven by Darwinian selection. Precise characterization of clonal architecture is essential to understand the evolutionary history of tumor development and its association with treatment resistance. Here, using a single-cell DNA sequencing, we report the clonal architecture and mutational histories of 123 acute myeloid leukemia (AML) patients. The single-cell data reveals cell-level mutation co-occurrence and enables reconstruction of mutational histories characterized by linear and branching patterns of clonal evolution, with the latter including convergent evolution. Through xenotransplantion, we show leukemia initiating capabilities of individual subclones evolving in parallel. Also, by simultaneous single-cell DNA and cell surface protein analysis, we illustrate both genetic and phenotypic evolution in AML. Lastly, single-cell analysis of longitudinal samples reveals underlying evolutionary process of therapeutic resistance. Together, these data unravel clonal diversity and evolution patterns of AML, and highlight their clinical relevance in the era of precision medicine. Understanding the evolutionary trajectory of cancer samples may enable understanding resistance to treatment. Here, the authors used single cell sequencing of a cohort of acute myeloid leukemia tumours and identify features of linear and branching evolution in tumours.
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页数:17
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