Single-cell transcriptomics uncovers distinct molecular signatures of stem cells in chronic myeloid leukemia

被引:335
作者
Giustacchini, Alice [1 ,2 ]
Thongjuea, Supat [1 ,2 ]
Barkas, Nikolaos [1 ,2 ]
Woll, Petter S. [2 ]
Povinelli, Benjamin J. [1 ,2 ]
Booth, Christopher A. G. [1 ,2 ]
Sopp, Paul [1 ,2 ]
Norfo, Ruggiero [1 ,2 ]
Rodriguez-Meira, Alba [1 ,2 ]
Ashley, Neil [1 ,2 ]
Jamieson, Lauren [1 ,2 ]
Vyas, Paresh [1 ]
Anderson, Kristina [3 ]
Segerstolpe, Asa [4 ,5 ]
Qian, Hong [6 ]
Olsson-Stromberg, Ulla [7 ,8 ]
Mustjoki, Satu [9 ,10 ]
Sandberg, Rickard [4 ,11 ]
Jacobsen, Sten Eirik W. [1 ,2 ,4 ,6 ,12 ]
Mead, Adam J. [1 ,2 ,13 ]
机构
[1] Univ Oxford, Weatherall Inst Mol Med, MRC Mol Hematol Unit, Oxford, England
[2] Univ Oxford, Weatherall Inst Mol Med, Haemopoiet Stem Cell Biol Lab, Oxford, England
[3] Oslo Univ Hosp, Norwegian Radium Hosp, Dept Cellular Therapy, Oslo, Norway
[4] Karolinska Inst, Dept Cell & Mol Biol, Stockholm, Sweden
[5] Karolinska Inst, Integrated Cardio Metab Ctr, Huddinge, Sweden
[6] Karolinska Inst, Ctr Hematol & Regenerat Med, Dept Med, Stockholm, Sweden
[7] Univ Hosp, Dept Med Sci, Uppsala, Sweden
[8] Univ Hosp, Div Hematol, Uppsala, Sweden
[9] Univ Helsinki, Dept Clin Chem & Hematol, Hematol Res Unit Helsinki, Helsinki, Finland
[10] Helsinki Univ Hosp, Comprehens Canc Ctr, Helsinki, Finland
[11] Ludwig Inst Canc Res, Stockholm, Sweden
[12] Karolinska Univ Hosp, Stockholm, Sweden
[13] Churchill Hosp, NIHR Biomed Res Ctr, Oxford, England
基金
英国惠康基金; 英国医学研究理事会; 瑞典研究理事会;
关键词
CHRONIC MYELOGENOUS LEUKEMIA; PRIMITIVE HEMATOPOIETIC-CELLS; GENE-EXPRESSION ANALYSIS; ABL TYROSINE KINASE; RNA-SEQ; HETEROGENEITY; IMATINIB; IMPACT; CML; REMISSION;
D O I
10.1038/nm.4336
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
Recent advances in single-cell transcriptomics are ideally placed to unravel intratumoral heterogeneity and selective resistance of cancer stem cell (SC) subpopulations to molecularly targeted cancer therapies. However, current single-cell RNA-sequencing approaches lack the sensitivity required to reliably detect somatic mutations. We developed a method that combines high-sensitivity mutation detection with whole-transcriptome analysis of the same single cell. We applied this technique to analyze more than 2,000 SCs from patients with chronic myeloid leukemia (CML) throughout the disease course, revealing heterogeneity of CML-SCs, including the identification of a subgroup of CML-SCs with a distinct molecular signature that selectively persisted during prolonged therapy. Analysis of nonleukemic SCs from patients with CML also provided new insights into cell-extrinsic disruption of hematopoiesis in CML associated with clinical outcome. Furthermore, we used this single-cell approach to identify a blast-crisis-specific SC population, which was also present in a subclone of CML-SCs during the chronic phase in a patient who subsequently developed blast crisis. This approach, which might be broadly applied to any malignancy, illustrates how single-cell analysis can identify subpopulations of therapy-resistant SCs that are not apparent through cell-population analysis.
引用
收藏
页码:692 / +
页数:14
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