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Abstract
Cancer stem cells drive disease progression and relapse in many types of cancer. Despite this, a thorough characterization of these cells remains elusive and with it the ability to eradicate cancer at its source. In acute myeloid leukemia (AML), leukemic stem cells (LSCs) underlie mortality but are difficult to isolate due to their low abundance and high similarity to healthy hematopoietic stem cells (HSCs). Here, we demonstrate that LSCs, HSCs, and pre-leukemic stem cells can be identified and molecularly profiled by combining single-cell transcriptomics with lineage tracing using both nuclear and mitochondrial somatic variants. While mutational status discriminates between healthy and cancerous cells, gene expression distinguishes stem cells and progenitor cell populations. Our approach enables the identification of LSC-specific gene expression programs and the characterization of differentiation blocks induced by leukemic mutations. Taken together, we demonstrate the power of single-cell multi-omic approaches in characterizing cancer stem cells.
Leukaemic stem cells drive acute myeloid leukaemia (AML) progression and relapse but they are incompletely characterized. Here, the authors combine single-cell transcriptomics and clonal tracking using nuclear and mitochondrial somatic variants to distinguish healthy, pre-leukaemic and leukaemic stem cells in AML.
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1 Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain (GRID:grid.11478.3b); Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676)
2 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); Swiss Federal Institute of Technology (ETH) Zurich, Department of Biosystems Science and Engineering, Basel, Switzerland (GRID:grid.4709.a)
3 Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany (GRID:grid.482664.a); Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
4 Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany (GRID:grid.482664.a); Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University of Heidelberg, Department of Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
5 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
6 European Molecular Biology Laboratory (EMBL), Flow Cytometry Core Facility, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
7 University of Heidelberg, Department of Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
8 Medical Faculty Mannheim, Heidelberg University, Department of Hematology and Oncology, Mannheim, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
9 University of Heidelberg, Department of Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University of Heidelberg and European Molecular Biology Laboratory (EMBL), Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
10 Swiss Federal Institute of Technology (ETH) Zurich, Department of Biosystems Science and Engineering, Basel, Switzerland (GRID:grid.4709.a); Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Medical Faculty Mannheim, Heidelberg University, Department of Hematology and Oncology, Mannheim, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
11 Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany (GRID:grid.482664.a); Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
12 Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany (GRID:grid.482664.a); Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Berlin Institute of Health (BIH), Berlin, Germany (GRID:grid.484013.a); Charité-Universitätsmedizin, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662); Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849)
13 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford Genome Technology Center, Palo Alto, USA (GRID:grid.168010.e) (ISNI:0000000419368956)